# 💼 SEEK Job Scraper (`scraper-engine/seek-job-scraper`) Actor

💼 SEEK Job Scraper automates job data extraction from SEEK—titles, locations, dates & links—fast and accurate. 🔎 Perfect for recruitment, market research & lead generation. 🚀 Save time, scale sourcing.

- **URL**: https://apify.com/scraper-engine/seek-job-scraper.md
- **Developed by:** [Scraper Engine](https://apify.com/scraper-engine) (community)
- **Categories:** Jobs, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.99 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## 💼 SEEK Job Scraper

Extract detailed, structured job listings from **SEEK** and its sister marketplaces — **JobStreet** (Indonesia, Malaysia, Philippines, Singapore) and **JobsDB** (Hong Kong, Thailand) — in one clean run. Search by keyword, location and category, or paste a full SEEK search URL, and get back rich JSON for every job: salary, full description, company profile, location, employer questions, emails and phone numbers.

Perfect for **lead generation**, **recruitment market research**, **salary benchmarking** and **job-board aggregation**.

---

### ✨ Why Choose This Actor?

- 🌏 **8 marketplaces, one Actor** — SEEK AU/NZ, JobStreet ID/MY/PH/SG, JobsDB HK/TH.
- 🗂️ **390+ category filters** — toggle a whole industry or drill into a single subclass.
- 🔗 **Paste-a-URL mode** — copy any SEEK search results URL and the Actor honours every filter encoded in it.
- 🏢 **Company enrichment** — overview, industry, size, website, star rating, review count and perks.
- 📧 **Contact extraction** — emails and phone numbers pulled straight from the listing body.
- 🛡️ **Smart, cost-efficient networking** — starts with no proxy and only upgrades (datacenter → residential) if SEEK pushes back.
- 💾 **Live results** — jobs stream into the dataset as they are scraped; a partial run still keeps its data.

---

### 🔑 Key Features

| Feature | Details |
|---|---|
| 🔍 Keyword search | Any job title or keyword |
| 📍 Location & radius | Suburb / city / region + km radius |
| 📅 Date range | Jobs posted within N days (1–365) |
| 🧰 Work type | Full-time, part-time, contract, casual |
| 🏡 Arrangement | On-site, hybrid, remote |
| 💰 Salary filter | Annual / monthly / hourly + min/max |
| 🗂️ Categories | 30 categories, ~390 subclasses |
| 🧪 Post-filters | Require email / phone, title keywords |
| 🍪 Applicant stats | Optional via a logged-in SEEK cookie |

---

### 📥 Input

| Field | Type | Description |
|---|---|---|
| `searchUrl` | string | Full SEEK search URL — overrides all other filters |
| `searchTerm` | string | Keyword / job title |
| `location` | string | Suburb / city / region (empty = whole country) |
| `radius` | integer | km radius around the location |
| `maxResults` | integer | Max jobs (1–550) |
| `country` | enum | australia, new zealand, hongkong, indonesia, malaysia, philippines, singapore, thailand |
| `sortBy` | enum | `ListedDate` or `KeywordRelevance` |
| `dateRange` | integer | Max age of listings in days |
| `workTypes` | array | fulltime / parttime / contract / casual |
| `workArrangements` | array | on-site / hybrid / remote |
| `salaryType` / `salaryMin` / `salaryMax` | — | Pay-band filter |
| *(390+ category toggles)* | boolean | Enable a category or subclass |
| `includeOneInTitle` | array | Title must contain one of these words |
| `requireEmail` / `requirePhone` / `requireEmailPhone` | boolean | Contact post-filters |
| `seekCookie` | string | Optional logged-in cookie for applicant stats |
| `proxyConfiguration` | object | Datacenter rung of the proxy ladder |

#### Example input

```json
{
  "searchTerm": "developer",
  "location": "All Sydney NSW",
  "maxResults": 50,
  "country": "australia",
  "sortBy": "ListedDate",
  "dateRange": 7,
  "workTypes": ["fulltime"],
  "proxyConfiguration": { "useApifyProxy": true }
}
````

***

### 📤 Output

Each job is one dataset record. Example (trimmed):

```json
{
  "id": "92574907",
  "jobLink": "https://au.seek.com/job/92574907",
  "applyLink": "https://au.seek.com/job/92574907/apply",
  "title": "Frontend Web Developer - Fixed term 3 months",
  "salary": "$90,000 – $110,000 per year",
  "content": {
    "jobHook": "This role sits at the intersection of Marketing and Engineering…",
    "unEditedContent": "<p><strong>About…</strong></p>…",
    "sections": ["About APLYiD", "…"]
  },
  "workArrangements": "Hybrid",
  "workTypes": "Contract/Temp",
  "emails": [],
  "phoneNumbers": [],
  "classificationInfo": {
    "classification": "Information & Communication Technology",
    "subClassification": "Web Development & Production"
  },
  "joblocationInfo": {
    "area": "CBD, Inner West & Eastern Suburbs",
    "displayLocation": "Sydney NSW",
    "location": "Sydney",
    "country": "Australia",
    "countryCode": "AU",
    "suburb": "Sydney"
  },
  "advertiser": { "name": "APLY Limited", "isVerified": true, "isPrivate": false },
  "companyProfile": { "name": null, "industry": null, "size": null, "rating": null },
  "employerQuestions": ["Which of the following statements best describes your right to work in Australia?"],
  "listedAt": "2026-06-08T05:02:13.674Z",
  "expiresAtUtc": "2026-07-08T13:59:59.999Z"
}
```

The Output tab ships with five themed table views: **📋 Job Listings**, **🏢 Company & Advertiser**, **📍 Location & Classification**, **📞 Contacts & Hook** and **🗂️ By Search Query**.

> ℹ️ `numApplicants`, `resumePercentage` and `coverLetterPercentage` are login-gated by SEEK and stay `null` unless you supply a `seekCookie`.

***

### 🚀 How to Use (Apify Console)

1. Log in at [console.apify.com](https://console.apify.com) → **Actors**.
2. Open **SEEK Job Scraper**.
3. Enter a search keyword + location (or paste a full SEEK search URL), set **Max Results**.
4. (Optional) toggle categories, work types, salary band and contact filters.
5. Click **Start** and watch the live log.
6. When the run finishes, open the **Output** tab and export to JSON / CSV / Excel.

### 🤖 Use via API

```bash
curl -X POST "https://api.apify.com/v2/acts/YOUR-ACTOR-ID/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"searchTerm":"developer","location":"All Sydney NSW","maxResults":25,"country":"australia"}'
```

***

### 💡 Best Use Cases

- 🎯 Build candidate / recruiter lead lists with contact details.
- 📊 Track hiring demand and salary trends by category or region.
- 🧭 Aggregate listings across AU, NZ and South-East Asia.
- 🏢 Profile hiring companies (size, industry, ratings).

### 💳 Pricing

This Actor uses **pay-per-event** billing — you are charged per job result saved to the dataset, plus a small Actor-start fee. You only pay for jobs you actually receive.

### ❓ FAQ

**Do I need a SEEK login?** No. Everything works anonymously. A cookie is only needed for applicant-count stats.

**Why are some company fields empty?** SEEK only publishes a company microsite for employers who set one up; private advertisers have none.

**Will it get blocked?** The Actor starts direct and automatically upgrades to datacenter then residential proxies if SEEK rate-limits, so runs stay reliable.

### 🛟 Support & Feedback

Questions or custom requests? Email **dev.scraperengine@gmail.com**. Data is collected only from publicly available pages; you are responsible for compliant use (GDPR, CCPA, anti-spam laws and SEEK's ToS).

# Actor input Schema

## `searchUrl` (type: `string`):

Paste a FULL SEEK search-results URL that already contains your filters (keywords, location, salary, classification, etc.). When set, every other filter below is ignored. ✅ Use a search page like https://www.seek.com.au/developer-jobs/in-All-Sydney-NSW. ❌ Do NOT paste a single /job/ link.

## `maxResults` (type: `integer`):

Maximum number of job listings to scrape (1–550).

## `searchTerm` (type: `string`):

Job title or keyword to search for, e.g. 'developer', 'registered nurse', 'accountant'. Leave empty if you are pasting a full search URL above or relying only on category filters.

## `minApplicants` (type: `integer`):

Only return jobs with at least this many applicants. Requires a logged-in SEEK cookie below (otherwise applicant counts are unavailable).

## `maxApplicants` (type: `integer`):

Only return jobs with no more than this many applicants. Requires a logged-in SEEK cookie below.

## `requireEmail` (type: `boolean`):

Keep only listings that contain an email address in the body.

## `requirePhone` (type: `boolean`):

Keep only listings that contain a phone number in the body.

## `requireEmailPhone` (type: `boolean`):

Keep only listings that contain BOTH an email and a phone number.

## `includeOneInTitle` (type: `array`):

Keep only jobs whose title contains at least one of these words.

## `sortBy` (type: `string`):

Order of the search results.

## `dateRange` (type: `integer`):

Only return jobs posted within this many days (1–365).

## `country` (type: `string`):

Which SEEK-family marketplace to search.

## `salaryType` (type: `string`):

Pay period to filter on.

## `salaryMin` (type: `integer`):

Lowest acceptable salary (local currency).

## `salaryMax` (type: `integer`):

Highest acceptable salary (local currency).

## `location` (type: `string`):

Suburb, city or region, e.g. 'All Sydney NSW', 'Melbourne VIC', 'Auckland'. Leave empty for the whole country.

## `radius` (type: `integer`):

Search radius in kilometres around the location above (max 500).

## `workTypes` (type: `array`):

Filter by employment type. Leave empty for all types.

## `workArrangements` (type: `array`):

Filter by work arrangement. Leave empty for all.

## `accounting` (type: `boolean`):

Include all accounting subcategories in job search.

## `accounts-officers-clerks` (type: `boolean`):

Filter jobs for accounts officers, clerks, and administrative roles.

## `accounts-payable` (type: `boolean`):

Search for jobs focused on managing company expenses and payments.

## `accounts-receivable-credit-control` (type: `boolean`):

Filter jobs handling customer invoicing and credit management.

## `analysis-reporting` (type: `boolean`):

Search for jobs involving financial analysis, budgeting, and reporting.

## `assistant-accountants` (type: `boolean`):

Filter jobs for entry-level or support roles in accounting.

## `audit-external` (type: `boolean`):

Filter jobs for external audit roles, ensuring company compliance.

## `audit-internal` (type: `boolean`):

Filter jobs for internal audit roles, evaluating company processes.

## `bookkeeping-small-practice-accounting` (type: `boolean`):

Search for bookkeeping and small accounting firm jobs.

## `business-services-corporate-advisory` (type: `boolean`):

Filter jobs providing business advice and corporate services.

## `company-secretaries` (type: `boolean`):

Search for company secretary jobs, handling governance and compliance.

## `compliance-risk` (type: `boolean`):

Filter jobs managing company compliance and mitigating risk.

## `cost-accounting` (type: `boolean`):

Filter jobs analyzing and managing company costs.

## `financial-accounting-reporting` (type: `boolean`):

Search for jobs preparing financial statements and reports.

## `financial-managers-controllers` (type: `boolean`):

Filter jobs overseeing financial strategy and operations.

## `forensic-accounting-investigation` (type: `boolean`):

Search for jobs investigating financial irregularities and disputes.

## `insolvency-corporate-recovery` (type: `boolean`):

Filter jobs handling company insolvency and restructuring.

## `inventory-fixed-assets` (type: `boolean`):

Search for jobs managing inventory and fixed asset accounting.

## `management` (type: `boolean`):

Filter jobs in accounting management and leadership.

## `management-accounting-budgeting` (type: `boolean`):

Search for jobs analyzing financial data for business decisions.

## `payroll` (type: `boolean`):

Filter jobs handling employee payroll and benefits administration.

## `strategy-planning` (type: `boolean`):

Filter jobs developing and implementing business strategies.

## `systems-accounting-it-audit` (type: `boolean`):

Search for jobs evaluating accounting systems and IT controls.

## `taxation` (type: `boolean`):

Filter jobs handling tax planning, compliance, and advisory services.

## `treasury` (type: `boolean`):

Search for jobs managing company finances, cash flow, and investments.

## `other` (type: `boolean`):

Filter jobs that don't fit into specific accounting categories.

## `administration-office-support` (type: `boolean`):

Include all administration and office support subcategories.

## `administrative-assistants` (type: `boolean`):

Filter jobs providing administrative support to teams or executives.

## `client-sales-administration` (type: `boolean`):

Search for jobs handling client sales, orders, and administrative tasks.

## `contracts-administration` (type: `boolean`):

Filter jobs managing contracts, agreements, and compliance.

## `data-entry-word-processing` (type: `boolean`):

Search for jobs entering data, preparing documents, and performing clerical tasks.

## `office-management` (type: `boolean`):

Filter jobs overseeing office operations, staff, and resources.

## `pa-ea-secretarial` (type: `boolean`):

Search for jobs providing executive-level administrative support.

## `receptionists` (type: `boolean`):

Filter jobs handling front desk, customer service, and phone duties.

## `records-management-document-control` (type: `boolean`):

Search for jobs managing company records, files, and documentation.

## `administration-office-support-other` (type: `boolean`):

Filter administration and office support jobs that don't fit specific categories.

## `advertising-arts-media` (type: `boolean`):

Include all advertising, arts, and media subcategories.

## `agency-account-management` (type: `boolean`):

Filter jobs managing client relationships at advertising agencies.

## `art-direction` (type: `boolean`):

Search for jobs leading visual creative direction in advertising.

## `editing-publishing` (type: `boolean`):

Filter jobs in editing, publishing, and content creation.

## `advertising-arts-media-event-management` (type: `boolean`):

Search for jobs planning and executing events and activations.

## `journalism-writing` (type: `boolean`):

Filter jobs in journalism, writing, and content creation.

## `advertising-arts-media-management` (type: `boolean`):

Search for management jobs in advertising, arts, and media.

## `media-strategy-planning-buying` (type: `boolean`):

Filter jobs developing media plans and buying ad space.

## `performing-arts` (type: `boolean`):

Search for jobs in theater, dance, music, and other performing arts.

## `photography` (type: `boolean`):

Filter jobs in photography for advertising, editorial, and commercial use.

## `programming-production` (type: `boolean`):

Search for jobs in TV, film, and digital content production.

## `promotions` (type: `boolean`):

Filter jobs creating promotional materials and campaigns.

## `advertising-arts-media-other` (type: `boolean`):

Filter advertising, arts, and media jobs that don't fit specific categories.

## `banking-financial-services` (type: `boolean`):

Include all banking and financial services subcategories.

## `account-relationship-management` (type: `boolean`):

Filter jobs managing client relationships in banking.

## `banking-financial-services-analysis-reporting` (type: `boolean`):

Search for jobs analyzing financial data and creating reports.

## `banking-business` (type: `boolean`):

Filter jobs in business banking, lending, and finance.

## `banking-corporate-institutional` (type: `boolean`):

Search for jobs serving corporate and institutional clients.

## `banking-retail-branch` (type: `boolean`):

Filter jobs in retail banking, branch management, and customer service.

## `client-services` (type: `boolean`):

Search for jobs providing service and support to banking clients.

## `banking-financial-services-compliance-risk` (type: `boolean`):

Filter jobs ensuring regulatory compliance and managing financial risk.

## `corporate-finance-investment-banking` (type: `boolean`):

Search for jobs advising on mergers, acquisitions, and corporate finance.

## `credit` (type: `boolean`):

Filter jobs evaluating and managing credit risk and lending.

## `financial-planning` (type: `boolean`):

Search for jobs creating personalized financial plans for clients.

## `funds-management` (type: `boolean`):

Filter jobs managing investment portfolios and funds.

## `banking-financial-services-management` (type: `boolean`):

Search for management jobs in banking and financial services.

## `mortgages` (type: `boolean`):

Filter jobs originating, processing, and servicing mortgages.

## `settlements` (type: `boolean`):

Search for jobs facilitating financial transactions and settlements.

## `stockbroking-trading` (type: `boolean`):

Filter jobs buying and selling securities, stocks, and bonds.

## `banking-financial-services-treasury` (type: `boolean`):

Search for jobs managing company finances, cash flow, and investments.

## `banking-financial-services-other` (type: `boolean`):

Filter banking and financial services jobs that don't fit specific categories.

## `call-centre-customer-service` (type: `boolean`):

Include all call centre and customer service subcategories.

## `collections` (type: `boolean`):

Filter jobs recovering debts and managing collections processes.

## `customer-service-call-centre` (type: `boolean`):

Search for jobs handling customer inquiries and support via phone.

## `customer-service-customer-facing` (type: `boolean`):

Filter jobs interacting with customers, providing support and resolving issues.

## `management-support` (type: `boolean`):

Search for jobs assisting managers, teams, and organizational operations.

## `sales-inbound` (type: `boolean`):

Filter jobs handling incoming sales calls and customer inquiries.

## `sales-outbound` (type: `boolean`):

Search for jobs generating sales leads and contacting potential customers.

## `supervisors-team-leaders` (type: `boolean`):

Filter jobs leading teams, supervising staff, and overseeing operations.

## `call-centre-customer-service-other` (type: `boolean`):

Filter call centre and customer service jobs that don't fit specific categories.

## `ceo-general-management` (type: `boolean`):

Include all CEO and general management subcategories.

## `board-appointments` (type: `boolean`):

Filter jobs serving on company boards, directing strategy and governance.

## `ceo` (type: `boolean`):

Search for jobs as chief executive officers, leading companies and organizations.

## `coo-md` (type: `boolean`):

Filter jobs as chief operating officers or managing directors.

## `general-business-unit-manager` (type: `boolean`):

Search for jobs overseeing business units, departments, or functions.

## `ceo-general-management-other` (type: `boolean`):

Filter CEO and general management jobs that don't fit specific categories.

## `community-services-development` (type: `boolean`):

Include all community services and development subcategories.

## `aged-disability-support` (type: `boolean`):

Filter jobs providing care and support for aged and disabled individuals.

## `child-welfare-youth-family-services` (type: `boolean`):

Search for jobs supporting children, youth, and families in need.

## `community-development` (type: `boolean`):

Filter jobs promoting community growth, social justice, and empowerment.

## `employment-services` (type: `boolean`):

Filter jobs providing employment support, training, and job placement services.

## `fundraising` (type: `boolean`):

Search for jobs securing donations and sponsorships for community organizations.

## `housing-homelessness-services` (type: `boolean`):

Filter jobs providing housing support, advocacy, and homelessness services.

## `indigenous-multicultural-services` (type: `boolean`):

Search for jobs supporting Indigenous and multicultural communities.

## `community-services-development-management` (type: `boolean`):

Filter management jobs in community services and development.

## `volunteer-coordination-support` (type: `boolean`):

Search for jobs managing volunteer programs and supporting community engagement.

## `community-services-development-other` (type: `boolean`):

Filter community services and development jobs that don't fit specific categories.

## `construction` (type: `boolean`):

Include all construction subcategories.

## `contracts-management` (type: `boolean`):

Filter jobs managing construction contracts, negotiations, and agreements.

## `estimating` (type: `boolean`):

Search for jobs calculating construction costs, quotes, and tenders.

## `foreperson-supervisors` (type: `boolean`):

Filter jobs overseeing construction sites, teams, and operations.

## `construction-health-safety-environment` (type: `boolean`):

Search for jobs ensuring construction site safety, compliance, and sustainability.

## `construction-management` (type: `boolean`):

Filter jobs overseeing construction projects, teams, and operations.

## `planning-scheduling` (type: `boolean`):

Search for jobs coordinating construction timelines, budgets, and resources.

## `plant-machinery-operators` (type: `boolean`):

Filter jobs operating heavy machinery, equipment, and vehicles.

## `construction-project-management` (type: `boolean`):

Search for jobs managing construction projects from planning to completion.

## `construction-quality-assurance-control` (type: `boolean`):

Filter jobs ensuring construction quality, safety, and compliance.

## `construction-surveying` (type: `boolean`):

Search for jobs conducting site surveys, mapping, and geological assessments.

## `construction-other` (type: `boolean`):

Filter construction jobs that don't fit specific categories.

## `consulting-strategy` (type: `boolean`):

Include all consulting and strategy subcategories.

## `consulting-strategy-analysts` (type: `boolean`):

Filter jobs analyzing data, identifying trends, and informing business strategies.

## `corporate-development` (type: `boolean`):

Search for jobs driving business growth through M\&A, partnerships, and innovation.

## `environment-sustainability-consulting` (type: `boolean`):

Filter jobs advising on environmental sustainability, energy efficiency, and social responsibility.

## `management-change-consulting` (type: `boolean`):

Search for jobs helping organizations adapt to change, improve performance, and optimize operations.

## `policy` (type: `boolean`):

Filter jobs developing, implementing, and analyzing policies for organizations.

## `consulting-strategy-planning` (type: `boolean`):

Filter jobs developing and implementing business strategies and plans.

## `consulting-strategy-other` (type: `boolean`):

Filter consulting and strategy jobs that don't fit specific categories.

## `design-architecture` (type: `boolean`):

Include all design and architecture subcategories.

## `architectural-drafting` (type: `boolean`):

Filter jobs creating technical drawings and blueprints for buildings.

## `architecture` (type: `boolean`):

Search for jobs designing buildings, spaces, and environments.

## `fashion-textile-design` (type: `boolean`):

Filter jobs creating clothing, accessories, and textile designs.

## `graphic-design` (type: `boolean`):

Search for jobs designing visual communications, logos, and branding.

## `illustration-animation` (type: `boolean`):

Filter jobs creating illustrations, animations, and visual effects.

## `industrial-design` (type: `boolean`):

Search for jobs designing products, furniture, and equipment.

## `interior-design` (type: `boolean`):

Filter jobs designing interior spaces, layouts, and aesthetics.

## `landscape-architecture` (type: `boolean`):

Search for jobs designing outdoor spaces, parks, and gardens.

## `urban-design-planning` (type: `boolean`):

Filter jobs designing and planning cities, communities, and infrastructure.

## `web-interaction-design` (type: `boolean`):

Search for jobs designing user experiences and interfaces for websites.

## `design-architecture-other` (type: `boolean`):

Filter design and architecture jobs that don't fit specific categories.

## `education-training` (type: `boolean`):

Include all education and training subcategories.

## `childcare-outside-school-hours-care` (type: `boolean`):

Filter jobs providing childcare and supervision outside regular school hours.

## `library-services-information-management` (type: `boolean`):

Search for jobs managing libraries, information systems, and digital resources.

## `management-schools` (type: `boolean`):

Filter jobs leading and administering schools, including principals and administrators.

## `management-universities` (type: `boolean`):

Search for jobs leading and administering universities, including vice-chancellors and department heads.

## `management-vocational` (type: `boolean`):

Filter jobs leading and administering vocational education and training institutions.

## `research-fellowships` (type: `boolean`):

Search for research positions and fellowships in various academic fields.

## `student-services` (type: `boolean`):

Filter jobs supporting student well-being, academic success, and campus life.

## `teaching-early-childhood` (type: `boolean`):

Search for jobs teaching children from birth to age 8, including kindergarten and preschool.

## `teaching-primary` (type: `boolean`):

Filter jobs teaching students in primary schools (ages 5-11).

## `teaching-secondary` (type: `boolean`):

Search for jobs teaching students in secondary schools (ages 11-18).

## `teaching-tertiary` (type: `boolean`):

Filter jobs teaching students in universities and colleges.

## `teaching-vocational` (type: `boolean`):

Search for jobs teaching technical and vocational skills in various industries.

## `teaching-aides-special-needs` (type: `boolean`):

Filter jobs assisting teachers and supporting students with special needs.

## `tutoring` (type: `boolean`):

Search for jobs providing one-on-one academic support and mentoring.

## `workplace-training-assessment` (type: `boolean`):

Filter jobs providing training, evaluation, and skills assessment in workplace settings.

## `education-training-other` (type: `boolean`):

Filter education and training jobs that don't fit specific categories.

## `engineering` (type: `boolean`):

Include all engineering subcategories.

## `aerospace-engineering` (type: `boolean`):

Search for jobs designing and developing aircraft, spacecraft, and missiles.

## `automotive-engineering` (type: `boolean`):

Filter jobs designing and developing vehicles, automotive systems, and components.

## `building-services-engineering` (type: `boolean`):

Search for jobs designing and maintaining building systems, including HVAC, electrical, and plumbing.

## `chemical-engineering` (type: `boolean`):

Filter jobs developing processes and systems for chemical manufacturing and production.

## `civil-structural-engineering` (type: `boolean`):

Search for jobs designing and developing infrastructure, buildings, and structural systems.

## `electrical-electronic-engineering` (type: `boolean`):

Filter jobs designing and developing electrical systems, electronics, and embedded systems.

## `engineering-drafting` (type: `boolean`):

Search for jobs creating technical drawings and models for engineering projects.

## `environmental-engineering` (type: `boolean`):

Filter jobs developing solutions for environmental issues, including air, water, and waste management.

## `field-engineering` (type: `boolean`):

Search for jobs installing, maintaining, and repairing equipment and systems in the field.

## `industrial-engineering` (type: `boolean`):

Filter jobs optimizing industrial processes, systems, and facilities.

## `maintenance` (type: `boolean`):

Search for jobs maintaining and repairing equipment, machinery, and infrastructure.

## `engineering-management` (type: `boolean`):

Filter jobs leading and managing engineering teams, projects, and operations.

## `materials-handling-engineering` (type: `boolean`):

Search for jobs designing and developing systems for materials handling and logistics.

## `mechanical-engineering` (type: `boolean`):

Filter jobs designing and developing mechanical systems, machines, and devices.

## `process-engineering` (type: `boolean`):

Search for jobs designing and optimizing industrial processes and systems.

## `project-engineering` (type: `boolean`):

Filter jobs managing and coordinating engineering projects from conception to completion.

## `engineering-project-management` (type: `boolean`):

Search for jobs overseeing engineering projects, ensuring timely and budget-friendly delivery.

## `supervisors` (type: `boolean`):

Filter jobs supervising engineering teams, providing guidance and oversight.

## `systems-engineering` (type: `boolean`):

Search for jobs designing, integrating, and managing complex engineering systems.

## `water-waste-engineering` (type: `boolean`):

Filter jobs developing solutions for water treatment, wastewater management, and waste disposal.

## `engineering-other` (type: `boolean`):

Filter engineering jobs that don't fit specific categories.

## `farming-animals-conservation` (type: `boolean`):

Include all farming, animals, and conservation subcategories.

## `agronomy-farm-services` (type: `boolean`):

Search for jobs providing crop management, soil science, and farm support services.

## `conservation-parks-wildlife` (type: `boolean`):

Filter jobs preserving and protecting natural resources, parks, and wildlife.

## `farm-labour` (type: `boolean`):

Search for jobs performing manual labor on farms, including harvesting and livestock care.

## `farm-management` (type: `boolean`):

Filter jobs overseeing farm operations, including planning, production, and finance.

## `fishing-aquaculture` (type: `boolean`):

Search for jobs in fishing, seafood production, and aquatic animal farming.

## `horticulture` (type: `boolean`):

Filter jobs cultivating and managing plants, gardens, and landscapes.

## `veterinary-services-animal-welfare` (type: `boolean`):

Search for jobs providing veterinary care, animal health services, and welfare advocacy.

## `winery-viticulture` (type: `boolean`):

Filter jobs in grape cultivation, wine production, and vineyard management.

## `farming-animals-conservation-other` (type: `boolean`):

Filter farming, animals, and conservation jobs that don't fit specific categories.

## `government-defence` (type: `boolean`):

Include all government and defence subcategories.

## `air-force` (type: `boolean`):

Search for jobs in military aviation, including pilots, maintenance, and support personnel.

## `army` (type: `boolean`):

Search for jobs in the military's land-based branch, including combat, support, and administrative roles.

## `emergency-services` (type: `boolean`):

Filter jobs responding to emergencies, including firefighting, paramedicine, and disaster relief.

## `government-federal` (type: `boolean`):

Search for jobs in federal government agencies, including administration, policy, and public services.

## `government-local` (type: `boolean`):

Filter jobs in local government, including city, county, or municipal administration and services.

## `government-state` (type: `boolean`):

Search for jobs in state government agencies, including administration, policy, and public services.

## `navy` (type: `boolean`):

Filter jobs in the military's naval branch, including combat, support, and administrative roles.

## `police-corrections` (type: `boolean`):

Search for jobs in law enforcement, corrections, and criminal justice.

## `policy-planning-regulation` (type: `boolean`):

Filter jobs developing and implementing policies, plans, and regulations in government and industry.

## `government-defence-other` (type: `boolean`):

Filter government and defence jobs that don't fit specific categories.

## `healthcare-medical` (type: `boolean`):

Include all healthcare and medical subcategories.

## `ambulance-paramedics` (type: `boolean`):

Search for jobs providing emergency medical services, transportation, and care.

## `chiropractic-osteopathic` (type: `boolean`):

Filter jobs providing alternative medical treatments, including spinal manipulation and manual therapy.

## `clinical-medical-research` (type: `boolean`):

Search for jobs conducting studies, trials, and investigations to advance medical knowledge.

## `dental` (type: `boolean`):

Filter jobs providing dental care, including diagnosis, treatment, and prevention.

## `dieticians` (type: `boolean`):

Search for jobs promoting healthy eating habits, developing meal plans, and providing nutrition advice.

## `environmental-services` (type: `boolean`):

Filter jobs maintaining cleanliness, hygiene, and waste management in healthcare settings.

## `general-practitioners` (type: `boolean`):

Search for jobs providing primary care, routine check-ups, and referrals to specialists.

## `healthcare-medical-management` (type: `boolean`):

Filter jobs overseeing healthcare operations, including administration, finance, and strategy.

## `medical-administration` (type: `boolean`):

Search for jobs managing medical records, billing, and practice management.

## `medical-imaging` (type: `boolean`):

Filter jobs using medical imaging technologies, such as MRI, CT, and X-ray, for diagnostic purposes.

## `medical-specialists` (type: `boolean`):

Search for jobs specializing in specific medical fields, such as cardiology, oncology, or neurology.

## `natural-therapies-alternative-medicine` (type: `boolean`):

Filter jobs providing holistic and alternative medical treatments, including acupuncture, homeopathy, and herbalism.

## `nursing-a-e-critical-care-icu` (type: `boolean`):

Search for jobs providing emergency, critical care, and intensive care nursing services.

## `nursing-aged-care` (type: `boolean`):

Filter jobs providing nursing care to elderly patients in residential or community settings.

## `nursing-community-maternal-child-health` (type: `boolean`):

Search for jobs promoting community health, maternal care, and child health through nursing services.

## `nursing-educators-facilitators` (type: `boolean`):

Filter jobs teaching and training nursing students, professionals, and healthcare staff.

## `nursing-general-medical-surgical` (type: `boolean`):

Search for jobs providing general nursing care in medical and surgical settings.

## `nursing-high-acuity` (type: `boolean`):

Filter jobs providing intensive nursing care to critically ill patients.

## `nursing-management` (type: `boolean`):

Search for jobs overseeing nursing operations, including staffing, policy, and quality improvement.

## `nursing-midwifery-neo-natal-scn-nicu` (type: `boolean`):

Filter jobs providing nursing care to newborns, expectant mothers, and critically ill infants.

## `nursing-paediatric-picu` (type: `boolean`):

Search for jobs providing nursing care to children and critically ill pediatric patients.

## `nursing-psych-forensic-correctional-health` (type: `boolean`):

Filter jobs providing nursing care to patients with mental health issues, forensic patients, or those in correctional facilities.

## `nursing-theatre-recovery` (type: `boolean`):

Search for jobs providing nursing care in operating theatres and recovery rooms.

## `optical` (type: `boolean`):

Filter jobs related to eye care, including optometry, opticianry, and vision therapy.

## `pathology` (type: `boolean`):

Filter jobs analyzing tissues, cells, and bodily fluids to diagnose diseases and develop treatments.

## `pharmaceuticals-medical-devices` (type: `boolean`):

Search for jobs developing, manufacturing, and distributing medications and medical equipment.

## `pharmacy` (type: `boolean`):

Filter jobs dispensing medications, advising patients, and providing pharmaceutical services.

## `physiotherapy-ot-rehabilitation` (type: `boolean`):

Search for jobs helping patients recover from injuries or illnesses through physical therapy and rehabilitation.

## `psychology-counselling-social-work` (type: `boolean`):

Filter jobs providing mental health services, counseling, and social support to individuals and communities.

## `residents-registrars` (type: `boolean`):

Search for medical residency and registrar positions for postgraduate training.

## `healthcare-medical-sales` (type: `boolean`):

Filter jobs selling medical equipment, pharmaceuticals, or healthcare services.

## `speech-therapy` (type: `boolean`):

Search for jobs helping individuals with communication disorders through speech and language therapy.

## `healthcare-medical-other` (type: `boolean`):

Filter healthcare and medical jobs that don't fit specific categories.

## `hospitality-tourism` (type: `boolean`):

Include all hospitality and tourism subcategories.

## `airlines` (type: `boolean`):

Search for jobs in air transportation, including flight operations, customer service, and ground handling.

## `bar-beverage-staff` (type: `boolean`):

Search for jobs serving drinks and providing customer service in bars, restaurants, and hotels.

## `chefs-cooks` (type: `boolean`):

Filter jobs preparing and cooking food in restaurants, cafes, hotels, and other food service establishments.

## `front-office-guest-services` (type: `boolean`):

Search for jobs providing customer service, reception, and concierge services in hotels and resorts.

## `gaming` (type: `boolean`):

Filter jobs in casinos, gaming venues, or online gaming platforms, including dealers, managers, and support staff.

## `housekeeping` (type: `boolean`):

Search for jobs maintaining cleanliness and organization in hotels, resorts, and other accommodations.

## `kitchen-sandwich-hands` (type: `boolean`):

Filter jobs assisting chefs, preparing food, and maintaining kitchen operations.

## `hospitality-tourism-management` (type: `boolean`):

Search for leadership roles overseeing hospitality and tourism operations, including hotels, restaurants, and resorts.

## `reservations` (type: `boolean`):

Filter jobs handling bookings, cancellations, and customer inquiries for hotels, airlines, and travel agencies.

## `tour-guides` (type: `boolean`):

Search for jobs leading groups of travelers, providing information, and ensuring memorable experiences.

## `travel-agents-consultants` (type: `boolean`):

Filter jobs planning and booking travel itineraries for individuals, groups, and corporate clients.

## `waiting-staff` (type: `boolean`):

Search for jobs serving food and beverages in restaurants, cafes, and hotels.

## `hospitality-tourism-other` (type: `boolean`):

Filter hospitality and tourism jobs that don't fit specific categories.

## `human-resources-recruitment` (type: `boolean`):

Include all human resources and recruitment subcategories.

## `human-resources-recruitment-consulting-generalist-hr` (type: `boolean`):

Search for HR consulting jobs providing strategic advice on recruitment, talent management, and organizational development.

## `industrial-employee-relations` (type: `boolean`):

Filter jobs managing workplace relationships, negotiations, and conflict resolution.

## `management-agency` (type: `boolean`):

Search for leadership roles in recruitment agencies, overseeing client relationships and talent acquisition.

## `management-internal` (type: `boolean`):

Filter jobs leading HR teams within organizations, focusing on talent development and strategic workforce planning.

## `occupational-health-safety` (type: `boolean`):

Search for jobs ensuring workplace safety, implementing health programs, and reducing occupational risks.

## `organisational-development` (type: `boolean`):

Filter jobs designing and implementing organizational improvement strategies, enhancing performance and efficiency.

## `recruitment-agency` (type: `boolean`):

Search for jobs in recruitment agencies, matching candidates with client vacancies.

## `recruitment-internal` (type: `boolean`):

Filter jobs managing internal recruitment processes, sourcing and hiring talent within organizations.

## `remuneration-benefits` (type: `boolean`):

Search for jobs designing and administering compensation, benefits, and rewards programs.

## `training-development` (type: `boolean`):

Filter jobs creating and delivering employee training programs, enhancing skills and performance.

## `human-resources-recruitment-other` (type: `boolean`):

Filter human resources and recruitment jobs that don't fit specific categories.

## `information-communication-technology` (type: `boolean`):

Include all information communication technology subcategories.

## `architects` (type: `boolean`):

Search for jobs designing software, hardware, and network architectures.

## `business-systems-analysts` (type: `boolean`):

Filter jobs analyzing business needs and implementing technology solutions.

## `computer-operators` (type: `boolean`):

Search for jobs managing computer systems, monitoring performance, and ensuring uptime.

## `consultants` (type: `boolean`):

Filter jobs providing expert IT advice, strategy, and guidance to organizations.

## `database-development-administration` (type: `boolean`):

Search for jobs designing, implementing, and maintaining databases.

## `developers-programmers` (type: `boolean`):

Search for jobs designing, coding, and testing software applications and systems.

## `engineering-hardware` (type: `boolean`):

Filter jobs designing, developing, and testing computer hardware components.

## `engineering-network` (type: `boolean`):

Search for jobs designing, implementing, and maintaining computer networks and infrastructure.

## `engineering-software` (type: `boolean`):

Filter jobs developing, testing, and maintaining software applications and systems.

## `help-desk-it-support` (type: `boolean`):

Search for jobs providing technical assistance and support to users.

## `information-communication-technology-management` (type: `boolean`):

Filter leadership roles overseeing IT operations, strategy, and teams.

## `networks-systems-administration` (type: `boolean`):

Search for jobs managing and maintaining computer networks, systems, and infrastructure.

## `information-communication-technology-product-management-development` (type: `boolean`):

Filter jobs overseeing the development, launch, and maintenance of IT products.

## `programme-project-management` (type: `boolean`):

Search for jobs planning, coordinating, and delivering IT projects and programs.

## `sales-pre-post` (type: `boolean`):

Filter jobs selling IT products or services, including pre-sales consulting and post-sales support.

## `security` (type: `boolean`):

Search for jobs protecting computer systems, networks, and data from cyber threats.

## `team-leaders` (type: `boolean`):

Filter leadership roles overseeing IT teams, projects, or departments.

## `technical-writing` (type: `boolean`):

Search for jobs creating user manuals, guides, and documentation for IT products and services.

## `telecommunications` (type: `boolean`):

Filter jobs in phone, internet, and data communication services.

## `testing-quality-assurance` (type: `boolean`):

Search for jobs ensuring software and system quality through testing and validation.

## `web-development-production` (type: `boolean`):

Filter jobs designing, building, and maintaining websites and web applications.

## `information-communication-technology-other` (type: `boolean`):

Filter information communication technology jobs that don't fit specific categories.

## `insurance-superannuation` (type: `boolean`):

Include all insurance and superannuation subcategories.

## `actuarial` (type: `boolean`):

Search for jobs analyzing statistical data to assess insurance risks and policy pricing.

## `assessment` (type: `boolean`):

Filter jobs evaluating insurance claims and determining liability.

## `brokerage` (type: `boolean`):

Search for jobs connecting clients with insurance products and services.

## `claims` (type: `boolean`):

Filter jobs processing and resolving insurance claims.

## `fund-administration` (type: `boolean`):

Search for jobs managing and administering superannuation funds.

## `insurance-superannuation-management` (type: `boolean`):

Filter leadership roles overseeing insurance and superannuation operations.

## `risk-consulting` (type: `boolean`):

Search for jobs advising clients on risk management and mitigation strategies.

## `superannuation` (type: `boolean`):

Filter jobs managing and administering retirement benefits.

## `underwriting` (type: `boolean`):

Search for jobs evaluating and assuming insurance risks.

## `workers-compensation` (type: `boolean`):

Filter jobs managing workplace injury claims and benefits.

## `insurance-superannuation-other` (type: `boolean`):

Filter insurance and superannuation jobs that don't fit specific categories.

## `legal` (type: `boolean`):

Include all legal subcategories.

## `banking-finance-law` (type: `boolean`):

Search for jobs advising on banking, finance, and securities law.

## `construction-law` (type: `boolean`):

Filter jobs advising on construction contracts, disputes, and regulations.

## `corporate-commercial-law` (type: `boolean`):

Filter jobs advising on business structures, mergers, acquisitions, and commercial transactions.

## `criminal-civil-law` (type: `boolean`):

Search for jobs representing clients in criminal and civil courts, including trials and appeals.

## `environment-planning-law` (type: `boolean`):

Filter jobs advising on environmental regulations, land use, and urban planning.

## `family-law` (type: `boolean`):

Search for jobs handling divorce, child custody, and other family-related legal issues.

## `generalists-in-house` (type: `boolean`):

Filter in-house counsel jobs handling various legal matters for organizations.

## `generalists-law-firm` (type: `boolean`):

Search for law firm jobs handling diverse legal cases and clients.

## `industrial-relations-employment-law` (type: `boolean`):

Filter jobs advising on workplace laws, labor disputes, and employee relations.

## `insurance-superannuation-law` (type: `boolean`):

Search for jobs advising on insurance policies, claims, and superannuation funds.

## `intellectual-property-law` (type: `boolean`):

Filter jobs protecting patents, trademarks, copyrights, and trade secrets.

## `law-clerks-paralegals` (type: `boolean`):

Search for support roles assisting lawyers with research, documentation, and case management.

## `legal-practice-management` (type: `boolean`):

Filter leadership roles overseeing law firm operations, finance, and administration.

## `legal-secretaries` (type: `boolean`):

Search for administrative roles supporting lawyers with scheduling, documents, and correspondence.

## `litigation-dispute-resolution` (type: `boolean`):

Filter jobs representing clients in court, arbitration, and mediation proceedings.

## `personal-injury-law` (type: `boolean`):

Search for jobs handling compensation claims for accidents, injuries, and negligence.

## `property-law` (type: `boolean`):

Filter jobs advising on property transactions, conveyancing, and land development.

## `tax-law` (type: `boolean`):

Search for jobs advising on tax planning, compliance, and controversy resolution.

## `legal-other` (type: `boolean`):

Filter legal jobs that don't fit specific categories.

## `manufacturing-transport-logistics` (type: `boolean`):

Include all manufacturing, transport, and logistics subcategories.

## `manufacturing-transport-logistics-analysis-reporting` (type: `boolean`):

Filter jobs analyzing data and generating reports for manufacturing and logistics operations.

## `assembly-process-work` (type: `boolean`):

Search for jobs involving assembly, production lines, and manufacturing processes.

## `aviation-services` (type: `boolean`):

Filter jobs in air transportation, including flight operations and maintenance.

## `couriers-drivers-postal-services` (type: `boolean`):

Search for jobs delivering packages, documents, and mail.

## `fleet-management` (type: `boolean`):

Filter jobs overseeing vehicle maintenance, routing, and logistics.

## `freight-cargo-forwarding` (type: `boolean`):

Search for jobs coordinating shipping, warehousing, and transportation of goods.

## `import-export-customs` (type: `boolean`):

Filter jobs handling international trade, customs compliance, and regulatory affairs.

## `machine-operators` (type: `boolean`):

Search for jobs operating manufacturing equipment, machinery, and tools.

## `manufacturing-transport-logistics-management` (type: `boolean`):

Filter leadership roles overseeing manufacturing, transport, and logistics operations.

## `pattern-makers-garment-technicians` (type: `boolean`):

Search for jobs designing and developing textile patterns and garments.

## `pickers-packers` (type: `boolean`):

Filter jobs involving order fulfillment, packaging, and shipping.

## `production-planning-scheduling` (type: `boolean`):

Search for jobs coordinating production timelines, resource allocation, and supply chain management.

## `public-transport-taxi-services` (type: `boolean`):

Filter jobs driving or managing public transportation, taxis, or ride-sharing services.

## `purchasing-procurement-inventory` (type: `boolean`):

Search for jobs managing supply chain, procurement, and inventory management.

## `manufacturing-transport-logistics-quality-assurance-control` (type: `boolean`):

Filter jobs ensuring product quality, testing, and compliance in manufacturing and logistics.

## `rail-maritime-transport` (type: `boolean`):

Filter jobs in rail and maritime transportation, including operations and maintenance.

## `road-transport` (type: `boolean`):

Search for jobs in trucking, logistics, and road transportation services.

## `team-leaders-supervisors` (type: `boolean`):

Filter leadership roles overseeing teams in manufacturing, transport, and logistics.

## `warehousing-storage-distribution` (type: `boolean`):

Search for jobs managing inventory, storage, and distribution operations.

## `manufacturing-transport-logistics-other` (type: `boolean`):

Filter manufacturing, transport, and logistics jobs that don't fit specific categories.

## `marketing-communications` (type: `boolean`):

Include all marketing communications subcategories.

## `brand-management` (type: `boolean`):

Filter jobs developing and maintaining brand identity and strategy.

## `digital-search-marketing` (type: `boolean`):

Search for jobs in online marketing, SEO, and paid advertising.

## `direct-marketing-crm` (type: `boolean`):

Filter jobs managing customer relationships and direct marketing campaigns.

## `marketing-communications-event-management` (type: `boolean`):

Search for jobs planning and executing marketing events and conferences.

## `internal-communications` (type: `boolean`):

Filter jobs managing employee engagement and internal messaging.

## `marketing-communications-management` (type: `boolean`):

Filter leadership roles overseeing marketing communications teams.

## `market-research-analysis` (type: `boolean`):

Search for jobs analyzing market trends and consumer behavior.

## `marketing-assistants-coordinators` (type: `boolean`):

Filter entry-level marketing roles supporting campaigns and projects.

## `marketing-communications-marketing-communications` (type: `boolean`):

Search for jobs creating and disseminating marketing messages.

## `marketing-communications-product-management-development` (type: `boolean`):

Filter jobs managing product launches and development.

## `public-relations-corporate-affairs` (type: `boolean`):

Search for jobs managing company reputation and media relations.

## `trade-marketing` (type: `boolean`):

Filter jobs promoting products to wholesalers, retailers, and distributors.

## `marketing-communications-other` (type: `boolean`):

Filter marketing communications jobs that don't fit specific categories.

## `mining-resources-energy` (type: `boolean`):

Include all mining, resources, and energy subcategories.

## `mining-resources-energy-analysis-reporting` (type: `boolean`):

Filter jobs analyzing data and generating reports for mining, resources, and energy operations.

## `mining-resources-energy-health-safety-environment` (type: `boolean`):

Search for jobs ensuring safe and sustainable practices in mining, resources, and energy.

## `mining-resources-energy-management` (type: `boolean`):

Filter leadership roles overseeing mining, resources, and energy operations.

## `mining-drill-blast` (type: `boolean`):

Search for jobs in drilling and blasting operations for mining.

## `mining-engineering-maintenance` (type: `boolean`):

Filter jobs designing, maintaining, and optimizing mining equipment and infrastructure.

## `mining-exploration-geoscience` (type: `boolean`):

Search for jobs exploring and analyzing geological data for mining operations.

## `mining-operations` (type: `boolean`):

Filter jobs managing day-to-day mining activities, including extraction and processing.

## `mining-processing` (type: `boolean`):

Search for jobs transforming raw materials into refined products.

## `natural-resources-water` (type: `boolean`):

Filter jobs managing water resources, conservation, and sustainability.

## `oil-gas-drilling` (type: `boolean`):

Search for jobs drilling and extracting oil and gas.

## `oil-gas-engineering-maintenance` (type: `boolean`):

Filter jobs designing, maintaining, and optimizing oil and gas equipment and infrastructure.

## `oil-gas-exploration-geoscience` (type: `boolean`):

Search for jobs exploring and analyzing geological data for oil and gas operations.

## `oil-gas-operations` (type: `boolean`):

Filter jobs managing day-to-day oil and gas activities, including extraction and processing.

## `oil-gas-production-refinement` (type: `boolean`):

Search for jobs transforming crude oil and gas into refined products.

## `power-generation-distribution` (type: `boolean`):

Filter jobs generating and distributing electricity.

## `mining-resources-energy-surveying` (type: `boolean`):

Search for jobs conducting geological surveys and mapping for mining and energy operations.

## `mining-resources-energy-other` (type: `boolean`):

Filter mining, resources, and energy jobs that don't fit specific categories.

## `real-estate-property` (type: `boolean`):

Include all real estate and property subcategories.

## `real-estate-property-administration` (type: `boolean`):

Filter administrative roles in real estate and property management.

## `real-estate-property-analysts` (type: `boolean`):

Search for jobs analyzing market trends and property data.

## `body-corporate-facilities-management` (type: `boolean`):

Filter jobs managing shared facilities and amenities.

## `commercial-sales-leasing-property-mgmt` (type: `boolean`):

Search for jobs buying, selling, leasing, and managing commercial properties.

## `residential-leasing-property-management` (type: `boolean`):

Filter jobs managing residential rentals and properties.

## `residential-sales` (type: `boolean`):

Search for jobs buying and selling residential properties.

## `retail-property-development` (type: `boolean`):

Filter jobs developing and managing retail properties.

## `valuation` (type: `boolean`):

Search for jobs determining property values.

## `real-estate-property-other` (type: `boolean`):

Filter real estate and property jobs that don't fit specific categories.

## `retail-consumer-products` (type: `boolean`):

Include all retail and consumer products subcategories.

## `buying` (type: `boolean`):

Filter jobs purchasing products for retail sale.

## `management-area-multi-site` (type: `boolean`):

Search for jobs managing multiple retail locations.

## `management-department-assistant` (type: `boolean`):

Filter assistant roles supporting retail department managers.

## `management-store` (type: `boolean`):

Search for jobs managing retail stores.

## `merchandisers` (type: `boolean`):

Filter jobs planning and executing product displays and promotions.

## `planning` (type: `boolean`):

Search for jobs analyzing sales data and planning retail strategies.

## `retail-assistants` (type: `boolean`):

Filter entry-level retail roles assisting customers and supporting sales.

## `retail-consumer-products-other` (type: `boolean`):

Filter retail and consumer products jobs that don't fit specific categories.

## `sales` (type: `boolean`):

Include all sales subcategories.

## `sales-account-relationship-management` (type: `boolean`):

Filter jobs managing existing client relationships and sales growth.

## `sales-analysis-reporting` (type: `boolean`):

Search for jobs analyzing sales data and generating reports.

## `sales-management` (type: `boolean`):

Filter leadership roles overseeing sales teams.

## `new-business-development` (type: `boolean`):

Search for jobs identifying and pursuing new sales opportunities.

## `sales-coordinators` (type: `boolean`):

Filter administrative roles supporting sales teams.

## `sales-representatives-consultants` (type: `boolean`):

Search for jobs directly engaging with customers and driving sales.

## `sales-other` (type: `boolean`):

Filter sales jobs that don't fit specific categories.

## `science-technology` (type: `boolean`):

Include all science and technology subcategories.

## `biological-biomedical-sciences` (type: `boolean`):

Filter jobs in biological research, development, and application.

## `biotechnology-genetics` (type: `boolean`):

Search for jobs in genetic research, engineering, and product development.

## `chemistry-physics` (type: `boolean`):

Filter jobs in chemical and physical research, development, and application.

## `environmental-earth-geosciences` (type: `boolean`):

Search for jobs in environmental conservation, geology, and earth sciences.

## `food-technology-safety` (type: `boolean`):

Filter jobs ensuring food quality, safety, and production.

## `laboratory-technical-services` (type: `boolean`):

Search for jobs conducting tests, analyses, and research in laboratory settings.

## `materials-sciences` (type: `boolean`):

Filter jobs researching and developing new materials and technologies.

## `mathematics-statistics-information-sciences` (type: `boolean`):

Filter jobs applying mathematical, statistical, and informational sciences.

## `modelling-simulation` (type: `boolean`):

Search for jobs creating models and simulations for analysis and prediction.

## `science-technology-quality-assurance-control` (type: `boolean`):

Filter jobs ensuring quality standards in scientific and technological fields.

## `science-technology-other` (type: `boolean`):

Filter science and technology jobs that don't fit specific categories.

## `sport-recreation` (type: `boolean`):

Include all sport and recreation subcategories.

## `coaching-instruction` (type: `boolean`):

Filter jobs teaching and training individuals or teams in sports and fitness.

## `fitness-personal-training` (type: `boolean`):

Search for jobs leading fitness classes or training individuals.

## `sport-recreation-management` (type: `boolean`):

Filter leadership roles overseeing sports and recreation programs.

## `sport-recreation-other` (type: `boolean`):

Filter sport and recreation jobs that don't fit specific categories.

## `trades-services` (type: `boolean`):

Include all trades and services subcategories.

## `air-conditioning-refrigeration` (type: `boolean`):

Filter jobs installing, maintaining, and repairing HVAC and refrigeration systems.

## `automotive-trades` (type: `boolean`):

Search for jobs repairing and maintaining vehicles.

## `bakers-pastry-chefs` (type: `boolean`):

Filter jobs preparing baked goods and pastries.

## `building-trades` (type: `boolean`):

Search for jobs in construction, carpentry, and masonry.

## `butchers` (type: `boolean`):

Filter jobs cutting, processing, and selling meat products.

## `carpentry-cabinet-making` (type: `boolean`):

Search for jobs building, installing, and repairing cabinets and furniture.

## `cleaning-services` (type: `boolean`):

Filter jobs providing cleaning and maintenance services.

## `electricians` (type: `boolean`):

Search for jobs installing, maintaining, and repairing electrical systems.

## `fitters-turners-machinists` (type: `boolean`):

Filter jobs fabricating, assembling, and repairing machinery and equipment.

## `floristry` (type: `boolean`):

Search for jobs creating floral arrangements and managing flower shops.

## `gardening-landscaping` (type: `boolean`):

Filter jobs maintaining gardens, parks, and outdoor spaces.

## `hair-beauty-services` (type: `boolean`):

Search for jobs providing hair styling, makeup, and beauty treatments.

## `labourers` (type: `boolean`):

Filter manual labor jobs assisting tradespeople and construction sites.

## `locksmiths` (type: `boolean`):

Search for jobs installing, repairing, and maintaining locks and security devices.

## `maintenance-handyperson-services` (type: `boolean`):

Filter jobs performing routine maintenance and repairs.

## `nannies-babysitters` (type: `boolean`):

Search for childcare jobs providing in-home care.

## `painters-sign-writers` (type: `boolean`):

Filter jobs applying paint and coatings, and creating signs.

## `plumbers` (type: `boolean`):

Search for jobs installing, maintaining, and repairing pipes and plumbing systems.

## `printing-publishing-services` (type: `boolean`):

Filter jobs producing printed materials and publications.

## `security-services` (type: `boolean`):

Search for jobs protecting people, property, and assets.

## `tailors-dressmakers` (type: `boolean`):

Filter jobs creating, altering, and repairing clothing.

## `technicians` (type: `boolean`):

Search for jobs repairing and maintaining technical equipment.

## `welders-boilermakers` (type: `boolean`):

Filter jobs joining metal parts using heat and pressure.

## `trades-services-other` (type: `boolean`):

Filter trades and services jobs that don't fit specific categories.

## `self-employment` (type: `boolean`):

Include jobs for entrepreneurs and independent contractors.

## `suburbOrCity` (type: `string`):

The suburb or city for the job location.

## `state` (type: `string`):

The state for the job location.

## `postCode` (type: `string`):

The postcode for the job location.

## `seekCookie` (type: `string`):

Optional. Paste the raw Cookie header from a logged-in SEEK session to unlock applicant statistics (numApplicants / resume / cover-letter percentages). Leave empty for anonymous scraping.

## `proxyConfiguration` (type: `object`):

Optional Apify Proxy configuration used as the mid-tier (datacenter) network.

## Actor input object example

```json
{
  "searchUrl": "https://www.seek.com.au/software-jobs/in-All-Sydney-NSW/full-time?classification=6281&daterange=7&sortmode=ListedDate",
  "maxResults": 10,
  "searchTerm": "software developer",
  "requireEmail": false,
  "requirePhone": false,
  "requireEmailPhone": false,
  "includeOneInTitle": [],
  "sortBy": "ListedDate",
  "dateRange": 7,
  "country": "australia",
  "location": "All Sydney NSW",
  "workTypes": [],
  "workArrangements": [],
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "maxResults": 10,
    "searchTerm": "developer",
    "location": "All Sydney NSW",
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("scraper-engine/seek-job-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "maxResults": 10,
    "searchTerm": "developer",
    "location": "All Sydney NSW",
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("scraper-engine/seek-job-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "maxResults": 10,
  "searchTerm": "developer",
  "location": "All Sydney NSW",
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call scraper-engine/seek-job-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=scraper-engine/seek-job-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "💼 SEEK Job Scraper",
        "description": "💼 SEEK Job Scraper automates job data extraction from SEEK—titles, locations, dates & links—fast and accurate. 🔎 Perfect for recruitment, market research & lead generation. 🚀 Save time, scale sourcing.",
        "version": "0.1",
        "x-build-id": "QFVbrDfSqma8o1VMZ"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scraper-engine~seek-job-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scraper-engine-seek-job-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scraper-engine~seek-job-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scraper-engine-seek-job-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scraper-engine~seek-job-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scraper-engine-seek-job-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "searchUrl": {
                        "title": "🔗 Full SEEK Search URL (overrides all filters)",
                        "type": "string",
                        "description": "Paste a FULL SEEK search-results URL that already contains your filters (keywords, location, salary, classification, etc.). When set, every other filter below is ignored. ✅ Use a search page like https://www.seek.com.au/developer-jobs/in-All-Sydney-NSW. ❌ Do NOT paste a single /job/ link."
                    },
                    "maxResults": {
                        "title": "🎯 Maximum Results",
                        "minimum": 1,
                        "maximum": 550,
                        "type": "integer",
                        "description": "Maximum number of job listings to scrape (1–550).",
                        "default": 100
                    },
                    "searchTerm": {
                        "title": "🔍 Search Keywords",
                        "type": "string",
                        "description": "Job title or keyword to search for, e.g. 'developer', 'registered nurse', 'accountant'. Leave empty if you are pasting a full search URL above or relying only on category filters."
                    },
                    "minApplicants": {
                        "title": "👥 Min Applicants",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only return jobs with at least this many applicants. Requires a logged-in SEEK cookie below (otherwise applicant counts are unavailable)."
                    },
                    "maxApplicants": {
                        "title": "👥 Max Applicants",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only return jobs with no more than this many applicants. Requires a logged-in SEEK cookie below."
                    },
                    "requireEmail": {
                        "title": "📧 Require an Email",
                        "type": "boolean",
                        "description": "Keep only listings that contain an email address in the body.",
                        "default": false
                    },
                    "requirePhone": {
                        "title": "📞 Require a Phone Number",
                        "type": "boolean",
                        "description": "Keep only listings that contain a phone number in the body.",
                        "default": false
                    },
                    "requireEmailPhone": {
                        "title": "📧📞 Require Both Email & Phone",
                        "type": "boolean",
                        "description": "Keep only listings that contain BOTH an email and a phone number.",
                        "default": false
                    },
                    "includeOneInTitle": {
                        "title": "📝 Title Must Contain One Of",
                        "type": "array",
                        "description": "Keep only jobs whose title contains at least one of these words.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "sortBy": {
                        "title": "↕️ Sort By",
                        "enum": [
                            "ListedDate",
                            "KeywordRelevance"
                        ],
                        "type": "string",
                        "description": "Order of the search results.",
                        "default": "ListedDate"
                    },
                    "dateRange": {
                        "title": "📅 Date Range (days)",
                        "minimum": 1,
                        "maximum": 365,
                        "type": "integer",
                        "description": "Only return jobs posted within this many days (1–365).",
                        "default": 7
                    },
                    "country": {
                        "title": "🌍 Country / Region",
                        "enum": [
                            "australia",
                            "new zealand",
                            "hongkong",
                            "indonesia",
                            "malaysia",
                            "philippines",
                            "singapore",
                            "thailand"
                        ],
                        "type": "string",
                        "description": "Which SEEK-family marketplace to search.",
                        "default": "australia"
                    },
                    "salaryType": {
                        "title": "💰 Salary Type",
                        "enum": [
                            "Annual",
                            "Monthly",
                            "Hourly"
                        ],
                        "type": "string",
                        "description": "Pay period to filter on."
                    },
                    "salaryMin": {
                        "title": "💵 Minimum Salary",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Lowest acceptable salary (local currency)."
                    },
                    "salaryMax": {
                        "title": "💸 Maximum Salary",
                        "minimum": 0,
                        "maximum": 100000000,
                        "type": "integer",
                        "description": "Highest acceptable salary (local currency)."
                    },
                    "location": {
                        "title": "📍 Location",
                        "type": "string",
                        "description": "Suburb, city or region, e.g. 'All Sydney NSW', 'Melbourne VIC', 'Auckland'. Leave empty for the whole country."
                    },
                    "radius": {
                        "title": "📏 Radius (km)",
                        "minimum": 0,
                        "maximum": 500,
                        "type": "integer",
                        "description": "Search radius in kilometres around the location above (max 500)."
                    },
                    "workTypes": {
                        "title": "🧰 Work Types",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Filter by employment type. Leave empty for all types.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "fulltime",
                                "parttime",
                                "contract",
                                "casual"
                            ],
                            "enumTitles": [
                                "⏱️ Full Time",
                                "🕒 Part Time",
                                "📑 Contract",
                                "🎲 Casual"
                            ]
                        },
                        "default": []
                    },
                    "workArrangements": {
                        "title": "🏡 Work Arrangements",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Filter by work arrangement. Leave empty for all.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "on-site",
                                "hybrid",
                                "remote"
                            ],
                            "enumTitles": [
                                "🏢 On-site",
                                "🔀 Hybrid",
                                "🏡 Remote"
                            ]
                        },
                        "default": []
                    },
                    "accounting": {
                        "title": "All Accounting Subclasses",
                        "type": "boolean",
                        "description": "Include all accounting subcategories in job search."
                    },
                    "accounts-officers-clerks": {
                        "title": "Accounts Officers & Clerks",
                        "type": "boolean",
                        "description": "Filter jobs for accounts officers, clerks, and administrative roles."
                    },
                    "accounts-payable": {
                        "title": "Accounts Payable",
                        "type": "boolean",
                        "description": "Search for jobs focused on managing company expenses and payments."
                    },
                    "accounts-receivable-credit-control": {
                        "title": "Accounts Receivable & Credit Control",
                        "type": "boolean",
                        "description": "Filter jobs handling customer invoicing and credit management."
                    },
                    "analysis-reporting": {
                        "title": "Analysis & Reporting",
                        "type": "boolean",
                        "description": "Search for jobs involving financial analysis, budgeting, and reporting."
                    },
                    "assistant-accountants": {
                        "title": "Assistant Accountants",
                        "type": "boolean",
                        "description": "Filter jobs for entry-level or support roles in accounting."
                    },
                    "audit-external": {
                        "title": "Audit External",
                        "type": "boolean",
                        "description": "Filter jobs for external audit roles, ensuring company compliance."
                    },
                    "audit-internal": {
                        "title": "Audit Internal",
                        "type": "boolean",
                        "description": "Filter jobs for internal audit roles, evaluating company processes."
                    },
                    "bookkeeping-small-practice-accounting": {
                        "title": "Bookkeeping & Small Practice Accounting",
                        "type": "boolean",
                        "description": "Search for bookkeeping and small accounting firm jobs."
                    },
                    "business-services-corporate-advisory": {
                        "title": "Business Services & Corporate Advisory",
                        "type": "boolean",
                        "description": "Filter jobs providing business advice and corporate services."
                    },
                    "company-secretaries": {
                        "title": "Company Secretaries",
                        "type": "boolean",
                        "description": "Search for company secretary jobs, handling governance and compliance."
                    },
                    "compliance-risk": {
                        "title": "Compliance & Risk",
                        "type": "boolean",
                        "description": "Filter jobs managing company compliance and mitigating risk."
                    },
                    "cost-accounting": {
                        "title": "Cost Accounting",
                        "type": "boolean",
                        "description": "Filter jobs analyzing and managing company costs."
                    },
                    "financial-accounting-reporting": {
                        "title": "Financial Accounting & Reporting",
                        "type": "boolean",
                        "description": "Search for jobs preparing financial statements and reports."
                    },
                    "financial-managers-controllers": {
                        "title": "Financial Managers & Controllers",
                        "type": "boolean",
                        "description": "Filter jobs overseeing financial strategy and operations."
                    },
                    "forensic-accounting-investigation": {
                        "title": "Forensic Accounting & Investigation",
                        "type": "boolean",
                        "description": "Search for jobs investigating financial irregularities and disputes."
                    },
                    "insolvency-corporate-recovery": {
                        "title": "Insolvency & Corporate Recovery",
                        "type": "boolean",
                        "description": "Filter jobs handling company insolvency and restructuring."
                    },
                    "inventory-fixed-assets": {
                        "title": "Inventory & Fixed Assets",
                        "type": "boolean",
                        "description": "Search for jobs managing inventory and fixed asset accounting."
                    },
                    "management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter jobs in accounting management and leadership."
                    },
                    "management-accounting-budgeting": {
                        "title": "Management Accounting & Budgeting",
                        "type": "boolean",
                        "description": "Search for jobs analyzing financial data for business decisions."
                    },
                    "payroll": {
                        "title": "Payroll",
                        "type": "boolean",
                        "description": "Filter jobs handling employee payroll and benefits administration."
                    },
                    "strategy-planning": {
                        "title": "Strategy & Planning",
                        "type": "boolean",
                        "description": "Filter jobs developing and implementing business strategies."
                    },
                    "systems-accounting-it-audit": {
                        "title": "Systems Accounting & IT Audit",
                        "type": "boolean",
                        "description": "Search for jobs evaluating accounting systems and IT controls."
                    },
                    "taxation": {
                        "title": "Taxation",
                        "type": "boolean",
                        "description": "Filter jobs handling tax planning, compliance, and advisory services."
                    },
                    "treasury": {
                        "title": "Treasury",
                        "type": "boolean",
                        "description": "Search for jobs managing company finances, cash flow, and investments."
                    },
                    "other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter jobs that don't fit into specific accounting categories."
                    },
                    "administration-office-support": {
                        "title": "All Administration Office Support Subclasses",
                        "type": "boolean",
                        "description": "Include all administration and office support subcategories."
                    },
                    "administrative-assistants": {
                        "title": "Administrative Assistants",
                        "type": "boolean",
                        "description": "Filter jobs providing administrative support to teams or executives."
                    },
                    "client-sales-administration": {
                        "title": "Client Sales Administration",
                        "type": "boolean",
                        "description": "Search for jobs handling client sales, orders, and administrative tasks."
                    },
                    "contracts-administration": {
                        "title": "Contracts Administration",
                        "type": "boolean",
                        "description": "Filter jobs managing contracts, agreements, and compliance."
                    },
                    "data-entry-word-processing": {
                        "title": "Data Entry & Word Processing",
                        "type": "boolean",
                        "description": "Search for jobs entering data, preparing documents, and performing clerical tasks."
                    },
                    "office-management": {
                        "title": "Office Management",
                        "type": "boolean",
                        "description": "Filter jobs overseeing office operations, staff, and resources."
                    },
                    "pa-ea-secretarial": {
                        "title": "PA/EA & Secretarial",
                        "type": "boolean",
                        "description": "Search for jobs providing executive-level administrative support."
                    },
                    "receptionists": {
                        "title": "Receptionists",
                        "type": "boolean",
                        "description": "Filter jobs handling front desk, customer service, and phone duties."
                    },
                    "records-management-document-control": {
                        "title": "Records Management & Document Control",
                        "type": "boolean",
                        "description": "Search for jobs managing company records, files, and documentation."
                    },
                    "administration-office-support-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter administration and office support jobs that don't fit specific categories."
                    },
                    "advertising-arts-media": {
                        "title": "All Advertising Arts Media Subclasses",
                        "type": "boolean",
                        "description": "Include all advertising, arts, and media subcategories."
                    },
                    "agency-account-management": {
                        "title": "Agency Account Management",
                        "type": "boolean",
                        "description": "Filter jobs managing client relationships at advertising agencies."
                    },
                    "art-direction": {
                        "title": "Art Direction",
                        "type": "boolean",
                        "description": "Search for jobs leading visual creative direction in advertising."
                    },
                    "editing-publishing": {
                        "title": "Editing & Publishing",
                        "type": "boolean",
                        "description": "Filter jobs in editing, publishing, and content creation."
                    },
                    "advertising-arts-media-event-management": {
                        "title": "Event Management",
                        "type": "boolean",
                        "description": "Search for jobs planning and executing events and activations."
                    },
                    "journalism-writing": {
                        "title": "Journalism & Writing",
                        "type": "boolean",
                        "description": "Filter jobs in journalism, writing, and content creation."
                    },
                    "advertising-arts-media-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Search for management jobs in advertising, arts, and media."
                    },
                    "media-strategy-planning-buying": {
                        "title": "Media Strategy, Planning & Buying",
                        "type": "boolean",
                        "description": "Filter jobs developing media plans and buying ad space."
                    },
                    "performing-arts": {
                        "title": "Performing Arts",
                        "type": "boolean",
                        "description": "Search for jobs in theater, dance, music, and other performing arts."
                    },
                    "photography": {
                        "title": "Photography",
                        "type": "boolean",
                        "description": "Filter jobs in photography for advertising, editorial, and commercial use."
                    },
                    "programming-production": {
                        "title": "Programming & Production",
                        "type": "boolean",
                        "description": "Search for jobs in TV, film, and digital content production."
                    },
                    "promotions": {
                        "title": "Promotions",
                        "type": "boolean",
                        "description": "Filter jobs creating promotional materials and campaigns."
                    },
                    "advertising-arts-media-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter advertising, arts, and media jobs that don't fit specific categories."
                    },
                    "banking-financial-services": {
                        "title": "All Banking Financial Services Subclasses",
                        "type": "boolean",
                        "description": "Include all banking and financial services subcategories."
                    },
                    "account-relationship-management": {
                        "title": "Account Relationship Management",
                        "type": "boolean",
                        "description": "Filter jobs managing client relationships in banking."
                    },
                    "banking-financial-services-analysis-reporting": {
                        "title": "Analysis & Reporting",
                        "type": "boolean",
                        "description": "Search for jobs analyzing financial data and creating reports."
                    },
                    "banking-business": {
                        "title": "Banking Business",
                        "type": "boolean",
                        "description": "Filter jobs in business banking, lending, and finance."
                    },
                    "banking-corporate-institutional": {
                        "title": "Banking Corporate & Institutional",
                        "type": "boolean",
                        "description": "Search for jobs serving corporate and institutional clients."
                    },
                    "banking-retail-branch": {
                        "title": "Banking Retail & Branch",
                        "type": "boolean",
                        "description": "Filter jobs in retail banking, branch management, and customer service."
                    },
                    "client-services": {
                        "title": "Client Services",
                        "type": "boolean",
                        "description": "Search for jobs providing service and support to banking clients."
                    },
                    "banking-financial-services-compliance-risk": {
                        "title": "Compliance & Risk",
                        "type": "boolean",
                        "description": "Filter jobs ensuring regulatory compliance and managing financial risk."
                    },
                    "corporate-finance-investment-banking": {
                        "title": "Corporate Finance & Investment Banking",
                        "type": "boolean",
                        "description": "Search for jobs advising on mergers, acquisitions, and corporate finance."
                    },
                    "credit": {
                        "title": "Credit",
                        "type": "boolean",
                        "description": "Filter jobs evaluating and managing credit risk and lending."
                    },
                    "financial-planning": {
                        "title": "Financial Planning",
                        "type": "boolean",
                        "description": "Search for jobs creating personalized financial plans for clients."
                    },
                    "funds-management": {
                        "title": "Funds Management",
                        "type": "boolean",
                        "description": "Filter jobs managing investment portfolios and funds."
                    },
                    "banking-financial-services-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Search for management jobs in banking and financial services."
                    },
                    "mortgages": {
                        "title": "Mortgages",
                        "type": "boolean",
                        "description": "Filter jobs originating, processing, and servicing mortgages."
                    },
                    "settlements": {
                        "title": "Settlements",
                        "type": "boolean",
                        "description": "Search for jobs facilitating financial transactions and settlements."
                    },
                    "stockbroking-trading": {
                        "title": "Stockbroking & Trading",
                        "type": "boolean",
                        "description": "Filter jobs buying and selling securities, stocks, and bonds."
                    },
                    "banking-financial-services-treasury": {
                        "title": "Treasury",
                        "type": "boolean",
                        "description": "Search for jobs managing company finances, cash flow, and investments."
                    },
                    "banking-financial-services-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter banking and financial services jobs that don't fit specific categories."
                    },
                    "call-centre-customer-service": {
                        "title": "All Call Centre Customer Service Subclasses",
                        "type": "boolean",
                        "description": "Include all call centre and customer service subcategories."
                    },
                    "collections": {
                        "title": "Collections",
                        "type": "boolean",
                        "description": "Filter jobs recovering debts and managing collections processes."
                    },
                    "customer-service-call-centre": {
                        "title": "Customer Service Call Centre",
                        "type": "boolean",
                        "description": "Search for jobs handling customer inquiries and support via phone."
                    },
                    "customer-service-customer-facing": {
                        "title": "Customer Service & Customer Facing",
                        "type": "boolean",
                        "description": "Filter jobs interacting with customers, providing support and resolving issues."
                    },
                    "management-support": {
                        "title": "Management Support",
                        "type": "boolean",
                        "description": "Search for jobs assisting managers, teams, and organizational operations."
                    },
                    "sales-inbound": {
                        "title": "Sales Inbound",
                        "type": "boolean",
                        "description": "Filter jobs handling incoming sales calls and customer inquiries."
                    },
                    "sales-outbound": {
                        "title": "Sales Outbound",
                        "type": "boolean",
                        "description": "Search for jobs generating sales leads and contacting potential customers."
                    },
                    "supervisors-team-leaders": {
                        "title": "Supervisors & Team Leaders",
                        "type": "boolean",
                        "description": "Filter jobs leading teams, supervising staff, and overseeing operations."
                    },
                    "call-centre-customer-service-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter call centre and customer service jobs that don't fit specific categories."
                    },
                    "ceo-general-management": {
                        "title": "All Ceo General Management Subclasses",
                        "type": "boolean",
                        "description": "Include all CEO and general management subcategories."
                    },
                    "board-appointments": {
                        "title": "Board Appointments",
                        "type": "boolean",
                        "description": "Filter jobs serving on company boards, directing strategy and governance."
                    },
                    "ceo": {
                        "title": "CEO",
                        "type": "boolean",
                        "description": "Search for jobs as chief executive officers, leading companies and organizations."
                    },
                    "coo-md": {
                        "title": "COO/MD",
                        "type": "boolean",
                        "description": "Filter jobs as chief operating officers or managing directors."
                    },
                    "general-business-unit-manager": {
                        "title": "General Business Unit Manager",
                        "type": "boolean",
                        "description": "Search for jobs overseeing business units, departments, or functions."
                    },
                    "ceo-general-management-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter CEO and general management jobs that don't fit specific categories."
                    },
                    "community-services-development": {
                        "title": "All Community Services Development Subclasses",
                        "type": "boolean",
                        "description": "Include all community services and development subcategories."
                    },
                    "aged-disability-support": {
                        "title": "Aged & Disability Support",
                        "type": "boolean",
                        "description": "Filter jobs providing care and support for aged and disabled individuals."
                    },
                    "child-welfare-youth-family-services": {
                        "title": "Child Welfare & Youth Family Services",
                        "type": "boolean",
                        "description": "Search for jobs supporting children, youth, and families in need."
                    },
                    "community-development": {
                        "title": "Community Development",
                        "type": "boolean",
                        "description": "Filter jobs promoting community growth, social justice, and empowerment."
                    },
                    "employment-services": {
                        "title": "Employment Services",
                        "type": "boolean",
                        "description": "Filter jobs providing employment support, training, and job placement services."
                    },
                    "fundraising": {
                        "title": "Fundraising",
                        "type": "boolean",
                        "description": "Search for jobs securing donations and sponsorships for community organizations."
                    },
                    "housing-homelessness-services": {
                        "title": "Housing & Homelessness Services",
                        "type": "boolean",
                        "description": "Filter jobs providing housing support, advocacy, and homelessness services."
                    },
                    "indigenous-multicultural-services": {
                        "title": "Indigenous & Multicultural Services",
                        "type": "boolean",
                        "description": "Search for jobs supporting Indigenous and multicultural communities."
                    },
                    "community-services-development-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter management jobs in community services and development."
                    },
                    "volunteer-coordination-support": {
                        "title": "Volunteer Coordination & Support",
                        "type": "boolean",
                        "description": "Search for jobs managing volunteer programs and supporting community engagement."
                    },
                    "community-services-development-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter community services and development jobs that don't fit specific categories."
                    },
                    "construction": {
                        "title": "All Construction Subclasses",
                        "type": "boolean",
                        "description": "Include all construction subcategories."
                    },
                    "contracts-management": {
                        "title": "Contracts Management",
                        "type": "boolean",
                        "description": "Filter jobs managing construction contracts, negotiations, and agreements."
                    },
                    "estimating": {
                        "title": "Estimating",
                        "type": "boolean",
                        "description": "Search for jobs calculating construction costs, quotes, and tenders."
                    },
                    "foreperson-supervisors": {
                        "title": "Foreperson & Supervisors",
                        "type": "boolean",
                        "description": "Filter jobs overseeing construction sites, teams, and operations."
                    },
                    "construction-health-safety-environment": {
                        "title": "Health, Safety & Environment",
                        "type": "boolean",
                        "description": "Search for jobs ensuring construction site safety, compliance, and sustainability."
                    },
                    "construction-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter jobs overseeing construction projects, teams, and operations."
                    },
                    "planning-scheduling": {
                        "title": "Planning & Scheduling",
                        "type": "boolean",
                        "description": "Search for jobs coordinating construction timelines, budgets, and resources."
                    },
                    "plant-machinery-operators": {
                        "title": "Plant & Machinery Operators",
                        "type": "boolean",
                        "description": "Filter jobs operating heavy machinery, equipment, and vehicles."
                    },
                    "construction-project-management": {
                        "title": "Project Management",
                        "type": "boolean",
                        "description": "Search for jobs managing construction projects from planning to completion."
                    },
                    "construction-quality-assurance-control": {
                        "title": "Quality Assurance & Control",
                        "type": "boolean",
                        "description": "Filter jobs ensuring construction quality, safety, and compliance."
                    },
                    "construction-surveying": {
                        "title": "Surveying",
                        "type": "boolean",
                        "description": "Search for jobs conducting site surveys, mapping, and geological assessments."
                    },
                    "construction-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter construction jobs that don't fit specific categories."
                    },
                    "consulting-strategy": {
                        "title": "All Consulting Strategy Subclasses",
                        "type": "boolean",
                        "description": "Include all consulting and strategy subcategories."
                    },
                    "consulting-strategy-analysts": {
                        "title": "Analysts",
                        "type": "boolean",
                        "description": "Filter jobs analyzing data, identifying trends, and informing business strategies."
                    },
                    "corporate-development": {
                        "title": "Corporate Development",
                        "type": "boolean",
                        "description": "Search for jobs driving business growth through M&A, partnerships, and innovation."
                    },
                    "environment-sustainability-consulting": {
                        "title": "Environment & Sustainability Consulting",
                        "type": "boolean",
                        "description": "Filter jobs advising on environmental sustainability, energy efficiency, and social responsibility."
                    },
                    "management-change-consulting": {
                        "title": "Management & Change Consulting",
                        "type": "boolean",
                        "description": "Search for jobs helping organizations adapt to change, improve performance, and optimize operations."
                    },
                    "policy": {
                        "title": "Policy",
                        "type": "boolean",
                        "description": "Filter jobs developing, implementing, and analyzing policies for organizations."
                    },
                    "consulting-strategy-planning": {
                        "title": "Strategy & Planning",
                        "type": "boolean",
                        "description": "Filter jobs developing and implementing business strategies and plans."
                    },
                    "consulting-strategy-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter consulting and strategy jobs that don't fit specific categories."
                    },
                    "design-architecture": {
                        "title": "All Design Architecture Subclasses",
                        "type": "boolean",
                        "description": "Include all design and architecture subcategories."
                    },
                    "architectural-drafting": {
                        "title": "Architectural Drafting",
                        "type": "boolean",
                        "description": "Filter jobs creating technical drawings and blueprints for buildings."
                    },
                    "architecture": {
                        "title": "Architecture",
                        "type": "boolean",
                        "description": "Search for jobs designing buildings, spaces, and environments."
                    },
                    "fashion-textile-design": {
                        "title": "Fashion & Textile Design",
                        "type": "boolean",
                        "description": "Filter jobs creating clothing, accessories, and textile designs."
                    },
                    "graphic-design": {
                        "title": "Graphic Design",
                        "type": "boolean",
                        "description": "Search for jobs designing visual communications, logos, and branding."
                    },
                    "illustration-animation": {
                        "title": "Illustration & Animation",
                        "type": "boolean",
                        "description": "Filter jobs creating illustrations, animations, and visual effects."
                    },
                    "industrial-design": {
                        "title": "Industrial Design",
                        "type": "boolean",
                        "description": "Search for jobs designing products, furniture, and equipment."
                    },
                    "interior-design": {
                        "title": "Interior Design",
                        "type": "boolean",
                        "description": "Filter jobs designing interior spaces, layouts, and aesthetics."
                    },
                    "landscape-architecture": {
                        "title": "Landscape Architecture",
                        "type": "boolean",
                        "description": "Search for jobs designing outdoor spaces, parks, and gardens."
                    },
                    "urban-design-planning": {
                        "title": "Urban Design & Planning",
                        "type": "boolean",
                        "description": "Filter jobs designing and planning cities, communities, and infrastructure."
                    },
                    "web-interaction-design": {
                        "title": "Web Interaction Design",
                        "type": "boolean",
                        "description": "Search for jobs designing user experiences and interfaces for websites."
                    },
                    "design-architecture-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter design and architecture jobs that don't fit specific categories."
                    },
                    "education-training": {
                        "title": "All Education Training Subclasses",
                        "type": "boolean",
                        "description": "Include all education and training subcategories."
                    },
                    "childcare-outside-school-hours-care": {
                        "title": "Childcare & Outside School Hours Care",
                        "type": "boolean",
                        "description": "Filter jobs providing childcare and supervision outside regular school hours."
                    },
                    "library-services-information-management": {
                        "title": "Library Services & Information Management",
                        "type": "boolean",
                        "description": "Search for jobs managing libraries, information systems, and digital resources."
                    },
                    "management-schools": {
                        "title": "Management in Schools",
                        "type": "boolean",
                        "description": "Filter jobs leading and administering schools, including principals and administrators."
                    },
                    "management-universities": {
                        "title": "Management in Universities",
                        "type": "boolean",
                        "description": "Search for jobs leading and administering universities, including vice-chancellors and department heads."
                    },
                    "management-vocational": {
                        "title": "Management in Vocational Education",
                        "type": "boolean",
                        "description": "Filter jobs leading and administering vocational education and training institutions."
                    },
                    "research-fellowships": {
                        "title": "Research Fellowships",
                        "type": "boolean",
                        "description": "Search for research positions and fellowships in various academic fields."
                    },
                    "student-services": {
                        "title": "Student Services",
                        "type": "boolean",
                        "description": "Filter jobs supporting student well-being, academic success, and campus life."
                    },
                    "teaching-early-childhood": {
                        "title": "Teaching Early Childhood",
                        "type": "boolean",
                        "description": "Search for jobs teaching children from birth to age 8, including kindergarten and preschool."
                    },
                    "teaching-primary": {
                        "title": "Teaching Primary",
                        "type": "boolean",
                        "description": "Filter jobs teaching students in primary schools (ages 5-11)."
                    },
                    "teaching-secondary": {
                        "title": "Teaching Secondary",
                        "type": "boolean",
                        "description": "Search for jobs teaching students in secondary schools (ages 11-18)."
                    },
                    "teaching-tertiary": {
                        "title": "Teaching Tertiary",
                        "type": "boolean",
                        "description": "Filter jobs teaching students in universities and colleges."
                    },
                    "teaching-vocational": {
                        "title": "Teaching Vocational",
                        "type": "boolean",
                        "description": "Search for jobs teaching technical and vocational skills in various industries."
                    },
                    "teaching-aides-special-needs": {
                        "title": "Teaching Aides & Special Needs",
                        "type": "boolean",
                        "description": "Filter jobs assisting teachers and supporting students with special needs."
                    },
                    "tutoring": {
                        "title": "Tutoring",
                        "type": "boolean",
                        "description": "Search for jobs providing one-on-one academic support and mentoring."
                    },
                    "workplace-training-assessment": {
                        "title": "Workplace Training & Assessment",
                        "type": "boolean",
                        "description": "Filter jobs providing training, evaluation, and skills assessment in workplace settings."
                    },
                    "education-training-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter education and training jobs that don't fit specific categories."
                    },
                    "engineering": {
                        "title": "All Engineering Subclasses",
                        "type": "boolean",
                        "description": "Include all engineering subcategories."
                    },
                    "aerospace-engineering": {
                        "title": "Aerospace Engineering",
                        "type": "boolean",
                        "description": "Search for jobs designing and developing aircraft, spacecraft, and missiles."
                    },
                    "automotive-engineering": {
                        "title": "Automotive Engineering",
                        "type": "boolean",
                        "description": "Filter jobs designing and developing vehicles, automotive systems, and components."
                    },
                    "building-services-engineering": {
                        "title": "Building Services Engineering",
                        "type": "boolean",
                        "description": "Search for jobs designing and maintaining building systems, including HVAC, electrical, and plumbing."
                    },
                    "chemical-engineering": {
                        "title": "Chemical Engineering",
                        "type": "boolean",
                        "description": "Filter jobs developing processes and systems for chemical manufacturing and production."
                    },
                    "civil-structural-engineering": {
                        "title": "Civil & Structural Engineering",
                        "type": "boolean",
                        "description": "Search for jobs designing and developing infrastructure, buildings, and structural systems."
                    },
                    "electrical-electronic-engineering": {
                        "title": "Electrical & Electronic Engineering",
                        "type": "boolean",
                        "description": "Filter jobs designing and developing electrical systems, electronics, and embedded systems."
                    },
                    "engineering-drafting": {
                        "title": "Engineering Drafting",
                        "type": "boolean",
                        "description": "Search for jobs creating technical drawings and models for engineering projects."
                    },
                    "environmental-engineering": {
                        "title": "Environmental Engineering",
                        "type": "boolean",
                        "description": "Filter jobs developing solutions for environmental issues, including air, water, and waste management."
                    },
                    "field-engineering": {
                        "title": "Field Engineering",
                        "type": "boolean",
                        "description": "Search for jobs installing, maintaining, and repairing equipment and systems in the field."
                    },
                    "industrial-engineering": {
                        "title": "Industrial Engineering",
                        "type": "boolean",
                        "description": "Filter jobs optimizing industrial processes, systems, and facilities."
                    },
                    "maintenance": {
                        "title": "Maintenance",
                        "type": "boolean",
                        "description": "Search for jobs maintaining and repairing equipment, machinery, and infrastructure."
                    },
                    "engineering-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter jobs leading and managing engineering teams, projects, and operations."
                    },
                    "materials-handling-engineering": {
                        "title": "Materials Handling Engineering",
                        "type": "boolean",
                        "description": "Search for jobs designing and developing systems for materials handling and logistics."
                    },
                    "mechanical-engineering": {
                        "title": "Mechanical Engineering",
                        "type": "boolean",
                        "description": "Filter jobs designing and developing mechanical systems, machines, and devices."
                    },
                    "process-engineering": {
                        "title": "Process Engineering",
                        "type": "boolean",
                        "description": "Search for jobs designing and optimizing industrial processes and systems."
                    },
                    "project-engineering": {
                        "title": "Project Engineering",
                        "type": "boolean",
                        "description": "Filter jobs managing and coordinating engineering projects from conception to completion."
                    },
                    "engineering-project-management": {
                        "title": "Project Management",
                        "type": "boolean",
                        "description": "Search for jobs overseeing engineering projects, ensuring timely and budget-friendly delivery."
                    },
                    "supervisors": {
                        "title": "Supervisors",
                        "type": "boolean",
                        "description": "Filter jobs supervising engineering teams, providing guidance and oversight."
                    },
                    "systems-engineering": {
                        "title": "Systems Engineering",
                        "type": "boolean",
                        "description": "Search for jobs designing, integrating, and managing complex engineering systems."
                    },
                    "water-waste-engineering": {
                        "title": "Water & Waste Engineering",
                        "type": "boolean",
                        "description": "Filter jobs developing solutions for water treatment, wastewater management, and waste disposal."
                    },
                    "engineering-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter engineering jobs that don't fit specific categories."
                    },
                    "farming-animals-conservation": {
                        "title": "All Farming Animals Conservation Subclasses",
                        "type": "boolean",
                        "description": "Include all farming, animals, and conservation subcategories."
                    },
                    "agronomy-farm-services": {
                        "title": "Agronomy & Farm Services",
                        "type": "boolean",
                        "description": "Search for jobs providing crop management, soil science, and farm support services."
                    },
                    "conservation-parks-wildlife": {
                        "title": "Conservation, Parks & Wildlife",
                        "type": "boolean",
                        "description": "Filter jobs preserving and protecting natural resources, parks, and wildlife."
                    },
                    "farm-labour": {
                        "title": "Farm Labour",
                        "type": "boolean",
                        "description": "Search for jobs performing manual labor on farms, including harvesting and livestock care."
                    },
                    "farm-management": {
                        "title": "Farm Management",
                        "type": "boolean",
                        "description": "Filter jobs overseeing farm operations, including planning, production, and finance."
                    },
                    "fishing-aquaculture": {
                        "title": "Fishing & Aquaculture",
                        "type": "boolean",
                        "description": "Search for jobs in fishing, seafood production, and aquatic animal farming."
                    },
                    "horticulture": {
                        "title": "Horticulture",
                        "type": "boolean",
                        "description": "Filter jobs cultivating and managing plants, gardens, and landscapes."
                    },
                    "veterinary-services-animal-welfare": {
                        "title": "Veterinary Services & Animal Welfare",
                        "type": "boolean",
                        "description": "Search for jobs providing veterinary care, animal health services, and welfare advocacy."
                    },
                    "winery-viticulture": {
                        "title": "Winery & Viticulture",
                        "type": "boolean",
                        "description": "Filter jobs in grape cultivation, wine production, and vineyard management."
                    },
                    "farming-animals-conservation-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter farming, animals, and conservation jobs that don't fit specific categories."
                    },
                    "government-defence": {
                        "title": "All Government Defence Subclasses",
                        "type": "boolean",
                        "description": "Include all government and defence subcategories."
                    },
                    "air-force": {
                        "title": "Air Force",
                        "type": "boolean",
                        "description": "Search for jobs in military aviation, including pilots, maintenance, and support personnel."
                    },
                    "army": {
                        "title": "Army",
                        "type": "boolean",
                        "description": "Search for jobs in the military's land-based branch, including combat, support, and administrative roles."
                    },
                    "emergency-services": {
                        "title": "Emergency Services",
                        "type": "boolean",
                        "description": "Filter jobs responding to emergencies, including firefighting, paramedicine, and disaster relief."
                    },
                    "government-federal": {
                        "title": "Government (Federal)",
                        "type": "boolean",
                        "description": "Search for jobs in federal government agencies, including administration, policy, and public services."
                    },
                    "government-local": {
                        "title": "Government (Local)",
                        "type": "boolean",
                        "description": "Filter jobs in local government, including city, county, or municipal administration and services."
                    },
                    "government-state": {
                        "title": "Government (State)",
                        "type": "boolean",
                        "description": "Search for jobs in state government agencies, including administration, policy, and public services."
                    },
                    "navy": {
                        "title": "Navy",
                        "type": "boolean",
                        "description": "Filter jobs in the military's naval branch, including combat, support, and administrative roles."
                    },
                    "police-corrections": {
                        "title": "Police & Corrections",
                        "type": "boolean",
                        "description": "Search for jobs in law enforcement, corrections, and criminal justice."
                    },
                    "policy-planning-regulation": {
                        "title": "Policy, Planning & Regulation",
                        "type": "boolean",
                        "description": "Filter jobs developing and implementing policies, plans, and regulations in government and industry."
                    },
                    "government-defence-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter government and defence jobs that don't fit specific categories."
                    },
                    "healthcare-medical": {
                        "title": "All Healthcare Medical Subclasses",
                        "type": "boolean",
                        "description": "Include all healthcare and medical subcategories."
                    },
                    "ambulance-paramedics": {
                        "title": "Ambulance & Paramedics",
                        "type": "boolean",
                        "description": "Search for jobs providing emergency medical services, transportation, and care."
                    },
                    "chiropractic-osteopathic": {
                        "title": "Chiropractic & Osteopathic",
                        "type": "boolean",
                        "description": "Filter jobs providing alternative medical treatments, including spinal manipulation and manual therapy."
                    },
                    "clinical-medical-research": {
                        "title": "Clinical & Medical Research",
                        "type": "boolean",
                        "description": "Search for jobs conducting studies, trials, and investigations to advance medical knowledge."
                    },
                    "dental": {
                        "title": "Dental",
                        "type": "boolean",
                        "description": "Filter jobs providing dental care, including diagnosis, treatment, and prevention."
                    },
                    "dieticians": {
                        "title": "Dieticians",
                        "type": "boolean",
                        "description": "Search for jobs promoting healthy eating habits, developing meal plans, and providing nutrition advice."
                    },
                    "environmental-services": {
                        "title": "Environmental Services",
                        "type": "boolean",
                        "description": "Filter jobs maintaining cleanliness, hygiene, and waste management in healthcare settings."
                    },
                    "general-practitioners": {
                        "title": "General Practitioners",
                        "type": "boolean",
                        "description": "Search for jobs providing primary care, routine check-ups, and referrals to specialists."
                    },
                    "healthcare-medical-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter jobs overseeing healthcare operations, including administration, finance, and strategy."
                    },
                    "medical-administration": {
                        "title": "Medical Administration",
                        "type": "boolean",
                        "description": "Search for jobs managing medical records, billing, and practice management."
                    },
                    "medical-imaging": {
                        "title": "Medical Imaging",
                        "type": "boolean",
                        "description": "Filter jobs using medical imaging technologies, such as MRI, CT, and X-ray, for diagnostic purposes."
                    },
                    "medical-specialists": {
                        "title": "Medical Specialists",
                        "type": "boolean",
                        "description": "Search for jobs specializing in specific medical fields, such as cardiology, oncology, or neurology."
                    },
                    "natural-therapies-alternative-medicine": {
                        "title": "Natural Therapies & Alternative Medicine",
                        "type": "boolean",
                        "description": "Filter jobs providing holistic and alternative medical treatments, including acupuncture, homeopathy, and herbalism."
                    },
                    "nursing-a-e-critical-care-icu": {
                        "title": "Nursing (A&E, Critical Care, ICU)",
                        "type": "boolean",
                        "description": "Search for jobs providing emergency, critical care, and intensive care nursing services."
                    },
                    "nursing-aged-care": {
                        "title": "Nursing (Aged Care)",
                        "type": "boolean",
                        "description": "Filter jobs providing nursing care to elderly patients in residential or community settings."
                    },
                    "nursing-community-maternal-child-health": {
                        "title": "Nursing (Community, Maternal & Child Health)",
                        "type": "boolean",
                        "description": "Search for jobs promoting community health, maternal care, and child health through nursing services."
                    },
                    "nursing-educators-facilitators": {
                        "title": "Nursing (Educators & Facilitators)",
                        "type": "boolean",
                        "description": "Filter jobs teaching and training nursing students, professionals, and healthcare staff."
                    },
                    "nursing-general-medical-surgical": {
                        "title": "Nursing (General, Medical, Surgical)",
                        "type": "boolean",
                        "description": "Search for jobs providing general nursing care in medical and surgical settings."
                    },
                    "nursing-high-acuity": {
                        "title": "Nursing (High Acuity)",
                        "type": "boolean",
                        "description": "Filter jobs providing intensive nursing care to critically ill patients."
                    },
                    "nursing-management": {
                        "title": "Nursing Management",
                        "type": "boolean",
                        "description": "Search for jobs overseeing nursing operations, including staffing, policy, and quality improvement."
                    },
                    "nursing-midwifery-neo-natal-scn-nicu": {
                        "title": "Nursing (Midwifery, Neo-Natal, SCN, NICU)",
                        "type": "boolean",
                        "description": "Filter jobs providing nursing care to newborns, expectant mothers, and critically ill infants."
                    },
                    "nursing-paediatric-picu": {
                        "title": "Nursing (Paediatric, PICU)",
                        "type": "boolean",
                        "description": "Search for jobs providing nursing care to children and critically ill pediatric patients."
                    },
                    "nursing-psych-forensic-correctional-health": {
                        "title": "Nursing (Psych, Forensic, Correctional Health)",
                        "type": "boolean",
                        "description": "Filter jobs providing nursing care to patients with mental health issues, forensic patients, or those in correctional facilities."
                    },
                    "nursing-theatre-recovery": {
                        "title": "Nursing (Theatre & Recovery)",
                        "type": "boolean",
                        "description": "Search for jobs providing nursing care in operating theatres and recovery rooms."
                    },
                    "optical": {
                        "title": "Optical",
                        "type": "boolean",
                        "description": "Filter jobs related to eye care, including optometry, opticianry, and vision therapy."
                    },
                    "pathology": {
                        "title": "Pathology",
                        "type": "boolean",
                        "description": "Filter jobs analyzing tissues, cells, and bodily fluids to diagnose diseases and develop treatments."
                    },
                    "pharmaceuticals-medical-devices": {
                        "title": "Pharmaceuticals & Medical Devices",
                        "type": "boolean",
                        "description": "Search for jobs developing, manufacturing, and distributing medications and medical equipment."
                    },
                    "pharmacy": {
                        "title": "Pharmacy",
                        "type": "boolean",
                        "description": "Filter jobs dispensing medications, advising patients, and providing pharmaceutical services."
                    },
                    "physiotherapy-ot-rehabilitation": {
                        "title": "Physiotherapy, OT & Rehabilitation",
                        "type": "boolean",
                        "description": "Search for jobs helping patients recover from injuries or illnesses through physical therapy and rehabilitation."
                    },
                    "psychology-counselling-social-work": {
                        "title": "Psychology, Counselling & Social Work",
                        "type": "boolean",
                        "description": "Filter jobs providing mental health services, counseling, and social support to individuals and communities."
                    },
                    "residents-registrars": {
                        "title": "Residents & Registrars",
                        "type": "boolean",
                        "description": "Search for medical residency and registrar positions for postgraduate training."
                    },
                    "healthcare-medical-sales": {
                        "title": "Sales",
                        "type": "boolean",
                        "description": "Filter jobs selling medical equipment, pharmaceuticals, or healthcare services."
                    },
                    "speech-therapy": {
                        "title": "Speech Therapy",
                        "type": "boolean",
                        "description": "Search for jobs helping individuals with communication disorders through speech and language therapy."
                    },
                    "healthcare-medical-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter healthcare and medical jobs that don't fit specific categories."
                    },
                    "hospitality-tourism": {
                        "title": "All Hospitality Subclasses",
                        "type": "boolean",
                        "description": "Include all hospitality and tourism subcategories."
                    },
                    "airlines": {
                        "title": "Airlines",
                        "type": "boolean",
                        "description": "Search for jobs in air transportation, including flight operations, customer service, and ground handling."
                    },
                    "bar-beverage-staff": {
                        "title": "Bar & Beverage Staff",
                        "type": "boolean",
                        "description": "Search for jobs serving drinks and providing customer service in bars, restaurants, and hotels."
                    },
                    "chefs-cooks": {
                        "title": "Chefs & Cooks",
                        "type": "boolean",
                        "description": "Filter jobs preparing and cooking food in restaurants, cafes, hotels, and other food service establishments."
                    },
                    "front-office-guest-services": {
                        "title": "Front Office & Guest Services",
                        "type": "boolean",
                        "description": "Search for jobs providing customer service, reception, and concierge services in hotels and resorts."
                    },
                    "gaming": {
                        "title": "Gaming",
                        "type": "boolean",
                        "description": "Filter jobs in casinos, gaming venues, or online gaming platforms, including dealers, managers, and support staff."
                    },
                    "housekeeping": {
                        "title": "Housekeeping",
                        "type": "boolean",
                        "description": "Search for jobs maintaining cleanliness and organization in hotels, resorts, and other accommodations."
                    },
                    "kitchen-sandwich-hands": {
                        "title": "Kitchen & Sandwich Hands",
                        "type": "boolean",
                        "description": "Filter jobs assisting chefs, preparing food, and maintaining kitchen operations."
                    },
                    "hospitality-tourism-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Search for leadership roles overseeing hospitality and tourism operations, including hotels, restaurants, and resorts."
                    },
                    "reservations": {
                        "title": "Reservations",
                        "type": "boolean",
                        "description": "Filter jobs handling bookings, cancellations, and customer inquiries for hotels, airlines, and travel agencies."
                    },
                    "tour-guides": {
                        "title": "Tour Guides",
                        "type": "boolean",
                        "description": "Search for jobs leading groups of travelers, providing information, and ensuring memorable experiences."
                    },
                    "travel-agents-consultants": {
                        "title": "Travel Agents & Consultants",
                        "type": "boolean",
                        "description": "Filter jobs planning and booking travel itineraries for individuals, groups, and corporate clients."
                    },
                    "waiting-staff": {
                        "title": "Waiting Staff",
                        "type": "boolean",
                        "description": "Search for jobs serving food and beverages in restaurants, cafes, and hotels."
                    },
                    "hospitality-tourism-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter hospitality and tourism jobs that don't fit specific categories."
                    },
                    "human-resources-recruitment": {
                        "title": "All Human Resources Recruitment Subclasses",
                        "type": "boolean",
                        "description": "Include all human resources and recruitment subcategories."
                    },
                    "human-resources-recruitment-consulting-generalist-hr": {
                        "title": "Consulting (Generalist, HR)",
                        "type": "boolean",
                        "description": "Search for HR consulting jobs providing strategic advice on recruitment, talent management, and organizational development."
                    },
                    "industrial-employee-relations": {
                        "title": "Industrial & Employee Relations",
                        "type": "boolean",
                        "description": "Filter jobs managing workplace relationships, negotiations, and conflict resolution."
                    },
                    "management-agency": {
                        "title": "Management (Agency)",
                        "type": "boolean",
                        "description": "Search for leadership roles in recruitment agencies, overseeing client relationships and talent acquisition."
                    },
                    "management-internal": {
                        "title": "Management (Internal)",
                        "type": "boolean",
                        "description": "Filter jobs leading HR teams within organizations, focusing on talent development and strategic workforce planning."
                    },
                    "occupational-health-safety": {
                        "title": "Occupational Health & Safety",
                        "type": "boolean",
                        "description": "Search for jobs ensuring workplace safety, implementing health programs, and reducing occupational risks."
                    },
                    "organisational-development": {
                        "title": "Organisational Development",
                        "type": "boolean",
                        "description": "Filter jobs designing and implementing organizational improvement strategies, enhancing performance and efficiency."
                    },
                    "recruitment-agency": {
                        "title": "Recruitment (Agency)",
                        "type": "boolean",
                        "description": "Search for jobs in recruitment agencies, matching candidates with client vacancies."
                    },
                    "recruitment-internal": {
                        "title": "Recruitment (Internal)",
                        "type": "boolean",
                        "description": "Filter jobs managing internal recruitment processes, sourcing and hiring talent within organizations."
                    },
                    "remuneration-benefits": {
                        "title": "Remuneration & Benefits",
                        "type": "boolean",
                        "description": "Search for jobs designing and administering compensation, benefits, and rewards programs."
                    },
                    "training-development": {
                        "title": "Training & Development",
                        "type": "boolean",
                        "description": "Filter jobs creating and delivering employee training programs, enhancing skills and performance."
                    },
                    "human-resources-recruitment-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter human resources and recruitment jobs that don't fit specific categories."
                    },
                    "information-communication-technology": {
                        "title": "All Information Communication Technology Subclasses",
                        "type": "boolean",
                        "description": "Include all information communication technology subcategories."
                    },
                    "architects": {
                        "title": "Architects",
                        "type": "boolean",
                        "description": "Search for jobs designing software, hardware, and network architectures."
                    },
                    "business-systems-analysts": {
                        "title": "Business Systems Analysts",
                        "type": "boolean",
                        "description": "Filter jobs analyzing business needs and implementing technology solutions."
                    },
                    "computer-operators": {
                        "title": "Computer Operators",
                        "type": "boolean",
                        "description": "Search for jobs managing computer systems, monitoring performance, and ensuring uptime."
                    },
                    "consultants": {
                        "title": "Consultants",
                        "type": "boolean",
                        "description": "Filter jobs providing expert IT advice, strategy, and guidance to organizations."
                    },
                    "database-development-administration": {
                        "title": "Database Development & Administration",
                        "type": "boolean",
                        "description": "Search for jobs designing, implementing, and maintaining databases."
                    },
                    "developers-programmers": {
                        "title": "Developers & Programmers",
                        "type": "boolean",
                        "description": "Search for jobs designing, coding, and testing software applications and systems."
                    },
                    "engineering-hardware": {
                        "title": "Engineering (Hardware)",
                        "type": "boolean",
                        "description": "Filter jobs designing, developing, and testing computer hardware components."
                    },
                    "engineering-network": {
                        "title": "Engineering (Network)",
                        "type": "boolean",
                        "description": "Search for jobs designing, implementing, and maintaining computer networks and infrastructure."
                    },
                    "engineering-software": {
                        "title": "Engineering (Software)",
                        "type": "boolean",
                        "description": "Filter jobs developing, testing, and maintaining software applications and systems."
                    },
                    "help-desk-it-support": {
                        "title": "Help Desk & IT Support",
                        "type": "boolean",
                        "description": "Search for jobs providing technical assistance and support to users."
                    },
                    "information-communication-technology-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter leadership roles overseeing IT operations, strategy, and teams."
                    },
                    "networks-systems-administration": {
                        "title": "Networks & Systems Administration",
                        "type": "boolean",
                        "description": "Search for jobs managing and maintaining computer networks, systems, and infrastructure."
                    },
                    "information-communication-technology-product-management-development": {
                        "title": "Product Management & Development",
                        "type": "boolean",
                        "description": "Filter jobs overseeing the development, launch, and maintenance of IT products."
                    },
                    "programme-project-management": {
                        "title": "Programme & Project Management",
                        "type": "boolean",
                        "description": "Search for jobs planning, coordinating, and delivering IT projects and programs."
                    },
                    "sales-pre-post": {
                        "title": "Sales (Pre & Post)",
                        "type": "boolean",
                        "description": "Filter jobs selling IT products or services, including pre-sales consulting and post-sales support."
                    },
                    "security": {
                        "title": "Security",
                        "type": "boolean",
                        "description": "Search for jobs protecting computer systems, networks, and data from cyber threats."
                    },
                    "team-leaders": {
                        "title": "Team Leaders",
                        "type": "boolean",
                        "description": "Filter leadership roles overseeing IT teams, projects, or departments."
                    },
                    "technical-writing": {
                        "title": "Technical Writing",
                        "type": "boolean",
                        "description": "Search for jobs creating user manuals, guides, and documentation for IT products and services."
                    },
                    "telecommunications": {
                        "title": "Telecommunications",
                        "type": "boolean",
                        "description": "Filter jobs in phone, internet, and data communication services."
                    },
                    "testing-quality-assurance": {
                        "title": "Testing & Quality Assurance",
                        "type": "boolean",
                        "description": "Search for jobs ensuring software and system quality through testing and validation."
                    },
                    "web-development-production": {
                        "title": "Web Development & Production",
                        "type": "boolean",
                        "description": "Filter jobs designing, building, and maintaining websites and web applications."
                    },
                    "information-communication-technology-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter information communication technology jobs that don't fit specific categories."
                    },
                    "insurance-superannuation": {
                        "title": "All Insurance Superannuation Subclasses",
                        "type": "boolean",
                        "description": "Include all insurance and superannuation subcategories."
                    },
                    "actuarial": {
                        "title": "Actuarial",
                        "type": "boolean",
                        "description": "Search for jobs analyzing statistical data to assess insurance risks and policy pricing."
                    },
                    "assessment": {
                        "title": "Assessment",
                        "type": "boolean",
                        "description": "Filter jobs evaluating insurance claims and determining liability."
                    },
                    "brokerage": {
                        "title": "Brokerage",
                        "type": "boolean",
                        "description": "Search for jobs connecting clients with insurance products and services."
                    },
                    "claims": {
                        "title": "Claims",
                        "type": "boolean",
                        "description": "Filter jobs processing and resolving insurance claims."
                    },
                    "fund-administration": {
                        "title": "Fund Administration",
                        "type": "boolean",
                        "description": "Search for jobs managing and administering superannuation funds."
                    },
                    "insurance-superannuation-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter leadership roles overseeing insurance and superannuation operations."
                    },
                    "risk-consulting": {
                        "title": "Risk Consulting",
                        "type": "boolean",
                        "description": "Search for jobs advising clients on risk management and mitigation strategies."
                    },
                    "superannuation": {
                        "title": "Superannuation",
                        "type": "boolean",
                        "description": "Filter jobs managing and administering retirement benefits."
                    },
                    "underwriting": {
                        "title": "Underwriting",
                        "type": "boolean",
                        "description": "Search for jobs evaluating and assuming insurance risks."
                    },
                    "workers-compensation": {
                        "title": "Workers Compensation",
                        "type": "boolean",
                        "description": "Filter jobs managing workplace injury claims and benefits."
                    },
                    "insurance-superannuation-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter insurance and superannuation jobs that don't fit specific categories."
                    },
                    "legal": {
                        "title": "All Legal Subclasses",
                        "type": "boolean",
                        "description": "Include all legal subcategories."
                    },
                    "banking-finance-law": {
                        "title": "Banking & Finance Law",
                        "type": "boolean",
                        "description": "Search for jobs advising on banking, finance, and securities law."
                    },
                    "construction-law": {
                        "title": "Construction Law",
                        "type": "boolean",
                        "description": "Filter jobs advising on construction contracts, disputes, and regulations."
                    },
                    "corporate-commercial-law": {
                        "title": "Corporate & Commercial Law",
                        "type": "boolean",
                        "description": "Filter jobs advising on business structures, mergers, acquisitions, and commercial transactions."
                    },
                    "criminal-civil-law": {
                        "title": "Criminal & Civil Law",
                        "type": "boolean",
                        "description": "Search for jobs representing clients in criminal and civil courts, including trials and appeals."
                    },
                    "environment-planning-law": {
                        "title": "Environment & Planning Law",
                        "type": "boolean",
                        "description": "Filter jobs advising on environmental regulations, land use, and urban planning."
                    },
                    "family-law": {
                        "title": "Family Law",
                        "type": "boolean",
                        "description": "Search for jobs handling divorce, child custody, and other family-related legal issues."
                    },
                    "generalists-in-house": {
                        "title": "Generalists (In-House)",
                        "type": "boolean",
                        "description": "Filter in-house counsel jobs handling various legal matters for organizations."
                    },
                    "generalists-law-firm": {
                        "title": "Generalists (Law Firm)",
                        "type": "boolean",
                        "description": "Search for law firm jobs handling diverse legal cases and clients."
                    },
                    "industrial-relations-employment-law": {
                        "title": "Industrial Relations & Employment Law",
                        "type": "boolean",
                        "description": "Filter jobs advising on workplace laws, labor disputes, and employee relations."
                    },
                    "insurance-superannuation-law": {
                        "title": "Insurance & Superannuation Law",
                        "type": "boolean",
                        "description": "Search for jobs advising on insurance policies, claims, and superannuation funds."
                    },
                    "intellectual-property-law": {
                        "title": "Intellectual Property Law",
                        "type": "boolean",
                        "description": "Filter jobs protecting patents, trademarks, copyrights, and trade secrets."
                    },
                    "law-clerks-paralegals": {
                        "title": "Law Clerks & Paralegals",
                        "type": "boolean",
                        "description": "Search for support roles assisting lawyers with research, documentation, and case management."
                    },
                    "legal-practice-management": {
                        "title": "Legal Practice Management",
                        "type": "boolean",
                        "description": "Filter leadership roles overseeing law firm operations, finance, and administration."
                    },
                    "legal-secretaries": {
                        "title": "Legal Secretaries",
                        "type": "boolean",
                        "description": "Search for administrative roles supporting lawyers with scheduling, documents, and correspondence."
                    },
                    "litigation-dispute-resolution": {
                        "title": "Litigation & Dispute Resolution",
                        "type": "boolean",
                        "description": "Filter jobs representing clients in court, arbitration, and mediation proceedings."
                    },
                    "personal-injury-law": {
                        "title": "Personal Injury Law",
                        "type": "boolean",
                        "description": "Search for jobs handling compensation claims for accidents, injuries, and negligence."
                    },
                    "property-law": {
                        "title": "Property Law",
                        "type": "boolean",
                        "description": "Filter jobs advising on property transactions, conveyancing, and land development."
                    },
                    "tax-law": {
                        "title": "Tax Law",
                        "type": "boolean",
                        "description": "Search for jobs advising on tax planning, compliance, and controversy resolution."
                    },
                    "legal-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter legal jobs that don't fit specific categories."
                    },
                    "manufacturing-transport-logistics": {
                        "title": "All Manufacturing Transport Logistics Subclasses",
                        "type": "boolean",
                        "description": "Include all manufacturing, transport, and logistics subcategories."
                    },
                    "manufacturing-transport-logistics-analysis-reporting": {
                        "title": "Analysis & Reporting",
                        "type": "boolean",
                        "description": "Filter jobs analyzing data and generating reports for manufacturing and logistics operations."
                    },
                    "assembly-process-work": {
                        "title": "Assembly & Process Work",
                        "type": "boolean",
                        "description": "Search for jobs involving assembly, production lines, and manufacturing processes."
                    },
                    "aviation-services": {
                        "title": "Aviation Services",
                        "type": "boolean",
                        "description": "Filter jobs in air transportation, including flight operations and maintenance."
                    },
                    "couriers-drivers-postal-services": {
                        "title": "Couriers, Drivers & Postal Services",
                        "type": "boolean",
                        "description": "Search for jobs delivering packages, documents, and mail."
                    },
                    "fleet-management": {
                        "title": "Fleet Management",
                        "type": "boolean",
                        "description": "Filter jobs overseeing vehicle maintenance, routing, and logistics."
                    },
                    "freight-cargo-forwarding": {
                        "title": "Freight & Cargo Forwarding",
                        "type": "boolean",
                        "description": "Search for jobs coordinating shipping, warehousing, and transportation of goods."
                    },
                    "import-export-customs": {
                        "title": "Import, Export & Customs",
                        "type": "boolean",
                        "description": "Filter jobs handling international trade, customs compliance, and regulatory affairs."
                    },
                    "machine-operators": {
                        "title": "Machine Operators",
                        "type": "boolean",
                        "description": "Search for jobs operating manufacturing equipment, machinery, and tools."
                    },
                    "manufacturing-transport-logistics-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter leadership roles overseeing manufacturing, transport, and logistics operations."
                    },
                    "pattern-makers-garment-technicians": {
                        "title": "Pattern Makers & Garment Technicians",
                        "type": "boolean",
                        "description": "Search for jobs designing and developing textile patterns and garments."
                    },
                    "pickers-packers": {
                        "title": "Pickers & Packers",
                        "type": "boolean",
                        "description": "Filter jobs involving order fulfillment, packaging, and shipping."
                    },
                    "production-planning-scheduling": {
                        "title": "Production Planning & Scheduling",
                        "type": "boolean",
                        "description": "Search for jobs coordinating production timelines, resource allocation, and supply chain management."
                    },
                    "public-transport-taxi-services": {
                        "title": "Public Transport & Taxi Services",
                        "type": "boolean",
                        "description": "Filter jobs driving or managing public transportation, taxis, or ride-sharing services."
                    },
                    "purchasing-procurement-inventory": {
                        "title": "Purchasing, Procurement & Inventory",
                        "type": "boolean",
                        "description": "Search for jobs managing supply chain, procurement, and inventory management."
                    },
                    "manufacturing-transport-logistics-quality-assurance-control": {
                        "title": "Quality Assurance & Control",
                        "type": "boolean",
                        "description": "Filter jobs ensuring product quality, testing, and compliance in manufacturing and logistics."
                    },
                    "rail-maritime-transport": {
                        "title": "Rail & Maritime Transport",
                        "type": "boolean",
                        "description": "Filter jobs in rail and maritime transportation, including operations and maintenance."
                    },
                    "road-transport": {
                        "title": "Road Transport",
                        "type": "boolean",
                        "description": "Search for jobs in trucking, logistics, and road transportation services."
                    },
                    "team-leaders-supervisors": {
                        "title": "Team Leaders & Supervisors",
                        "type": "boolean",
                        "description": "Filter leadership roles overseeing teams in manufacturing, transport, and logistics."
                    },
                    "warehousing-storage-distribution": {
                        "title": "Warehousing, Storage & Distribution",
                        "type": "boolean",
                        "description": "Search for jobs managing inventory, storage, and distribution operations."
                    },
                    "manufacturing-transport-logistics-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter manufacturing, transport, and logistics jobs that don't fit specific categories."
                    },
                    "marketing-communications": {
                        "title": "All Marketing Communications Subclasses",
                        "type": "boolean",
                        "description": "Include all marketing communications subcategories."
                    },
                    "brand-management": {
                        "title": "Brand Management",
                        "type": "boolean",
                        "description": "Filter jobs developing and maintaining brand identity and strategy."
                    },
                    "digital-search-marketing": {
                        "title": "Digital Search Marketing",
                        "type": "boolean",
                        "description": "Search for jobs in online marketing, SEO, and paid advertising."
                    },
                    "direct-marketing-crm": {
                        "title": "Direct Marketing & CRM",
                        "type": "boolean",
                        "description": "Filter jobs managing customer relationships and direct marketing campaigns."
                    },
                    "marketing-communications-event-management": {
                        "title": "Event Management",
                        "type": "boolean",
                        "description": "Search for jobs planning and executing marketing events and conferences."
                    },
                    "internal-communications": {
                        "title": "Internal Communications",
                        "type": "boolean",
                        "description": "Filter jobs managing employee engagement and internal messaging."
                    },
                    "marketing-communications-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter leadership roles overseeing marketing communications teams."
                    },
                    "market-research-analysis": {
                        "title": "Market Research & Analysis",
                        "type": "boolean",
                        "description": "Search for jobs analyzing market trends and consumer behavior."
                    },
                    "marketing-assistants-coordinators": {
                        "title": "Marketing Assistants & Coordinators",
                        "type": "boolean",
                        "description": "Filter entry-level marketing roles supporting campaigns and projects."
                    },
                    "marketing-communications-marketing-communications": {
                        "title": "Marketing Communications",
                        "type": "boolean",
                        "description": "Search for jobs creating and disseminating marketing messages."
                    },
                    "marketing-communications-product-management-development": {
                        "title": "Product Management & Development",
                        "type": "boolean",
                        "description": "Filter jobs managing product launches and development."
                    },
                    "public-relations-corporate-affairs": {
                        "title": "Public Relations & Corporate Affairs",
                        "type": "boolean",
                        "description": "Search for jobs managing company reputation and media relations."
                    },
                    "trade-marketing": {
                        "title": "Trade Marketing",
                        "type": "boolean",
                        "description": "Filter jobs promoting products to wholesalers, retailers, and distributors."
                    },
                    "marketing-communications-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter marketing communications jobs that don't fit specific categories."
                    },
                    "mining-resources-energy": {
                        "title": "All Mining Resources Energy Subclasses",
                        "type": "boolean",
                        "description": "Include all mining, resources, and energy subcategories."
                    },
                    "mining-resources-energy-analysis-reporting": {
                        "title": "Analysis & Reporting",
                        "type": "boolean",
                        "description": "Filter jobs analyzing data and generating reports for mining, resources, and energy operations."
                    },
                    "mining-resources-energy-health-safety-environment": {
                        "title": "Health, Safety & Environment",
                        "type": "boolean",
                        "description": "Search for jobs ensuring safe and sustainable practices in mining, resources, and energy."
                    },
                    "mining-resources-energy-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter leadership roles overseeing mining, resources, and energy operations."
                    },
                    "mining-drill-blast": {
                        "title": "Mining Drill & Blast",
                        "type": "boolean",
                        "description": "Search for jobs in drilling and blasting operations for mining."
                    },
                    "mining-engineering-maintenance": {
                        "title": "Mining Engineering & Maintenance",
                        "type": "boolean",
                        "description": "Filter jobs designing, maintaining, and optimizing mining equipment and infrastructure."
                    },
                    "mining-exploration-geoscience": {
                        "title": "Mining Exploration & Geoscience",
                        "type": "boolean",
                        "description": "Search for jobs exploring and analyzing geological data for mining operations."
                    },
                    "mining-operations": {
                        "title": "Mining Operations",
                        "type": "boolean",
                        "description": "Filter jobs managing day-to-day mining activities, including extraction and processing."
                    },
                    "mining-processing": {
                        "title": "Mining Processing",
                        "type": "boolean",
                        "description": "Search for jobs transforming raw materials into refined products."
                    },
                    "natural-resources-water": {
                        "title": "Natural Resources & Water",
                        "type": "boolean",
                        "description": "Filter jobs managing water resources, conservation, and sustainability."
                    },
                    "oil-gas-drilling": {
                        "title": "Oil & Gas Drilling",
                        "type": "boolean",
                        "description": "Search for jobs drilling and extracting oil and gas."
                    },
                    "oil-gas-engineering-maintenance": {
                        "title": "Oil & Gas Engineering & Maintenance",
                        "type": "boolean",
                        "description": "Filter jobs designing, maintaining, and optimizing oil and gas equipment and infrastructure."
                    },
                    "oil-gas-exploration-geoscience": {
                        "title": "Oil & Gas Exploration & Geoscience",
                        "type": "boolean",
                        "description": "Search for jobs exploring and analyzing geological data for oil and gas operations."
                    },
                    "oil-gas-operations": {
                        "title": "Oil & Gas Operations",
                        "type": "boolean",
                        "description": "Filter jobs managing day-to-day oil and gas activities, including extraction and processing."
                    },
                    "oil-gas-production-refinement": {
                        "title": "Oil & Gas Production & Refinement",
                        "type": "boolean",
                        "description": "Search for jobs transforming crude oil and gas into refined products."
                    },
                    "power-generation-distribution": {
                        "title": "Power Generation & Distribution",
                        "type": "boolean",
                        "description": "Filter jobs generating and distributing electricity."
                    },
                    "mining-resources-energy-surveying": {
                        "title": "Surveying",
                        "type": "boolean",
                        "description": "Search for jobs conducting geological surveys and mapping for mining and energy operations."
                    },
                    "mining-resources-energy-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter mining, resources, and energy jobs that don't fit specific categories."
                    },
                    "real-estate-property": {
                        "title": "All Real Estate Property Subclasses",
                        "type": "boolean",
                        "description": "Include all real estate and property subcategories."
                    },
                    "real-estate-property-administration": {
                        "title": "Administration",
                        "type": "boolean",
                        "description": "Filter administrative roles in real estate and property management."
                    },
                    "real-estate-property-analysts": {
                        "title": "Analysts",
                        "type": "boolean",
                        "description": "Search for jobs analyzing market trends and property data."
                    },
                    "body-corporate-facilities-management": {
                        "title": "Body Corporate & Facilities Management",
                        "type": "boolean",
                        "description": "Filter jobs managing shared facilities and amenities."
                    },
                    "commercial-sales-leasing-property-mgmt": {
                        "title": "Commercial Sales & Leasing / Property Management",
                        "type": "boolean",
                        "description": "Search for jobs buying, selling, leasing, and managing commercial properties."
                    },
                    "residential-leasing-property-management": {
                        "title": "Residential Leasing & Property Management",
                        "type": "boolean",
                        "description": "Filter jobs managing residential rentals and properties."
                    },
                    "residential-sales": {
                        "title": "Residential Sales",
                        "type": "boolean",
                        "description": "Search for jobs buying and selling residential properties."
                    },
                    "retail-property-development": {
                        "title": "Retail Property Development",
                        "type": "boolean",
                        "description": "Filter jobs developing and managing retail properties."
                    },
                    "valuation": {
                        "title": "Valuation",
                        "type": "boolean",
                        "description": "Search for jobs determining property values."
                    },
                    "real-estate-property-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter real estate and property jobs that don't fit specific categories."
                    },
                    "retail-consumer-products": {
                        "title": "All Retail Consumer Products Subclasses",
                        "type": "boolean",
                        "description": "Include all retail and consumer products subcategories."
                    },
                    "buying": {
                        "title": "Buying",
                        "type": "boolean",
                        "description": "Filter jobs purchasing products for retail sale."
                    },
                    "management-area-multi-site": {
                        "title": "Management Area (Multi-Site)",
                        "type": "boolean",
                        "description": "Search for jobs managing multiple retail locations."
                    },
                    "management-department-assistant": {
                        "title": "Management Department Assistant",
                        "type": "boolean",
                        "description": "Filter assistant roles supporting retail department managers."
                    },
                    "management-store": {
                        "title": "Management Store",
                        "type": "boolean",
                        "description": "Search for jobs managing retail stores."
                    },
                    "merchandisers": {
                        "title": "Merchandisers",
                        "type": "boolean",
                        "description": "Filter jobs planning and executing product displays and promotions."
                    },
                    "planning": {
                        "title": "Planning",
                        "type": "boolean",
                        "description": "Search for jobs analyzing sales data and planning retail strategies."
                    },
                    "retail-assistants": {
                        "title": "Retail Assistants",
                        "type": "boolean",
                        "description": "Filter entry-level retail roles assisting customers and supporting sales."
                    },
                    "retail-consumer-products-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter retail and consumer products jobs that don't fit specific categories."
                    },
                    "sales": {
                        "title": "All Sales Subclasses",
                        "type": "boolean",
                        "description": "Include all sales subcategories."
                    },
                    "sales-account-relationship-management": {
                        "title": "Account Relationship Management",
                        "type": "boolean",
                        "description": "Filter jobs managing existing client relationships and sales growth."
                    },
                    "sales-analysis-reporting": {
                        "title": "Analysis & Reporting",
                        "type": "boolean",
                        "description": "Search for jobs analyzing sales data and generating reports."
                    },
                    "sales-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter leadership roles overseeing sales teams."
                    },
                    "new-business-development": {
                        "title": "New Business Development",
                        "type": "boolean",
                        "description": "Search for jobs identifying and pursuing new sales opportunities."
                    },
                    "sales-coordinators": {
                        "title": "Sales Coordinators",
                        "type": "boolean",
                        "description": "Filter administrative roles supporting sales teams."
                    },
                    "sales-representatives-consultants": {
                        "title": "Sales Representatives / Consultants",
                        "type": "boolean",
                        "description": "Search for jobs directly engaging with customers and driving sales."
                    },
                    "sales-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter sales jobs that don't fit specific categories."
                    },
                    "science-technology": {
                        "title": "All Science Technology Subclasses",
                        "type": "boolean",
                        "description": "Include all science and technology subcategories."
                    },
                    "biological-biomedical-sciences": {
                        "title": "Biological & Biomedical Sciences",
                        "type": "boolean",
                        "description": "Filter jobs in biological research, development, and application."
                    },
                    "biotechnology-genetics": {
                        "title": "Biotechnology & Genetics",
                        "type": "boolean",
                        "description": "Search for jobs in genetic research, engineering, and product development."
                    },
                    "chemistry-physics": {
                        "title": "Chemistry & Physics",
                        "type": "boolean",
                        "description": "Filter jobs in chemical and physical research, development, and application."
                    },
                    "environmental-earth-geosciences": {
                        "title": "Environmental / Earth / Geosciences",
                        "type": "boolean",
                        "description": "Search for jobs in environmental conservation, geology, and earth sciences."
                    },
                    "food-technology-safety": {
                        "title": "Food Technology & Safety",
                        "type": "boolean",
                        "description": "Filter jobs ensuring food quality, safety, and production."
                    },
                    "laboratory-technical-services": {
                        "title": "Laboratory & Technical Services",
                        "type": "boolean",
                        "description": "Search for jobs conducting tests, analyses, and research in laboratory settings."
                    },
                    "materials-sciences": {
                        "title": "Materials Sciences",
                        "type": "boolean",
                        "description": "Filter jobs researching and developing new materials and technologies."
                    },
                    "mathematics-statistics-information-sciences": {
                        "title": "Mathematics / Statistics / Information Sciences",
                        "type": "boolean",
                        "description": "Filter jobs applying mathematical, statistical, and informational sciences."
                    },
                    "modelling-simulation": {
                        "title": "Modelling & Simulation",
                        "type": "boolean",
                        "description": "Search for jobs creating models and simulations for analysis and prediction."
                    },
                    "science-technology-quality-assurance-control": {
                        "title": "Quality Assurance & Control",
                        "type": "boolean",
                        "description": "Filter jobs ensuring quality standards in scientific and technological fields."
                    },
                    "science-technology-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter science and technology jobs that don't fit specific categories."
                    },
                    "sport-recreation": {
                        "title": "All Sport Recreation Subclasses",
                        "type": "boolean",
                        "description": "Include all sport and recreation subcategories."
                    },
                    "coaching-instruction": {
                        "title": "Coaching & Instruction",
                        "type": "boolean",
                        "description": "Filter jobs teaching and training individuals or teams in sports and fitness."
                    },
                    "fitness-personal-training": {
                        "title": "Fitness & Personal Training",
                        "type": "boolean",
                        "description": "Search for jobs leading fitness classes or training individuals."
                    },
                    "sport-recreation-management": {
                        "title": "Management",
                        "type": "boolean",
                        "description": "Filter leadership roles overseeing sports and recreation programs."
                    },
                    "sport-recreation-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter sport and recreation jobs that don't fit specific categories."
                    },
                    "trades-services": {
                        "title": "All Trades Services Subclasses",
                        "type": "boolean",
                        "description": "Include all trades and services subcategories."
                    },
                    "air-conditioning-refrigeration": {
                        "title": "Air Conditioning & Refrigeration",
                        "type": "boolean",
                        "description": "Filter jobs installing, maintaining, and repairing HVAC and refrigeration systems."
                    },
                    "automotive-trades": {
                        "title": "Automotive Trades",
                        "type": "boolean",
                        "description": "Search for jobs repairing and maintaining vehicles."
                    },
                    "bakers-pastry-chefs": {
                        "title": "Bakers & Pastry Chefs",
                        "type": "boolean",
                        "description": "Filter jobs preparing baked goods and pastries."
                    },
                    "building-trades": {
                        "title": "Building Trades",
                        "type": "boolean",
                        "description": "Search for jobs in construction, carpentry, and masonry."
                    },
                    "butchers": {
                        "title": "Butchers",
                        "type": "boolean",
                        "description": "Filter jobs cutting, processing, and selling meat products."
                    },
                    "carpentry-cabinet-making": {
                        "title": "Carpentry & Cabinet Making",
                        "type": "boolean",
                        "description": "Search for jobs building, installing, and repairing cabinets and furniture."
                    },
                    "cleaning-services": {
                        "title": "Cleaning Services",
                        "type": "boolean",
                        "description": "Filter jobs providing cleaning and maintenance services."
                    },
                    "electricians": {
                        "title": "Electricians",
                        "type": "boolean",
                        "description": "Search for jobs installing, maintaining, and repairing electrical systems."
                    },
                    "fitters-turners-machinists": {
                        "title": "Fitters, Turners & Machinists",
                        "type": "boolean",
                        "description": "Filter jobs fabricating, assembling, and repairing machinery and equipment."
                    },
                    "floristry": {
                        "title": "Floristry",
                        "type": "boolean",
                        "description": "Search for jobs creating floral arrangements and managing flower shops."
                    },
                    "gardening-landscaping": {
                        "title": "Gardening & Landscaping",
                        "type": "boolean",
                        "description": "Filter jobs maintaining gardens, parks, and outdoor spaces."
                    },
                    "hair-beauty-services": {
                        "title": "Hair & Beauty Services",
                        "type": "boolean",
                        "description": "Search for jobs providing hair styling, makeup, and beauty treatments."
                    },
                    "labourers": {
                        "title": "Labourers",
                        "type": "boolean",
                        "description": "Filter manual labor jobs assisting tradespeople and construction sites."
                    },
                    "locksmiths": {
                        "title": "Locksmiths",
                        "type": "boolean",
                        "description": "Search for jobs installing, repairing, and maintaining locks and security devices."
                    },
                    "maintenance-handyperson-services": {
                        "title": "Maintenance & Handyperson Services",
                        "type": "boolean",
                        "description": "Filter jobs performing routine maintenance and repairs."
                    },
                    "nannies-babysitters": {
                        "title": "Nannies & Babysitters",
                        "type": "boolean",
                        "description": "Search for childcare jobs providing in-home care."
                    },
                    "painters-sign-writers": {
                        "title": "Painters & Sign Writers",
                        "type": "boolean",
                        "description": "Filter jobs applying paint and coatings, and creating signs."
                    },
                    "plumbers": {
                        "title": "Plumbers",
                        "type": "boolean",
                        "description": "Search for jobs installing, maintaining, and repairing pipes and plumbing systems."
                    },
                    "printing-publishing-services": {
                        "title": "Printing & Publishing Services",
                        "type": "boolean",
                        "description": "Filter jobs producing printed materials and publications."
                    },
                    "security-services": {
                        "title": "Security Services",
                        "type": "boolean",
                        "description": "Search for jobs protecting people, property, and assets."
                    },
                    "tailors-dressmakers": {
                        "title": "Tailors & Dressmakers",
                        "type": "boolean",
                        "description": "Filter jobs creating, altering, and repairing clothing."
                    },
                    "technicians": {
                        "title": "Technicians",
                        "type": "boolean",
                        "description": "Search for jobs repairing and maintaining technical equipment."
                    },
                    "welders-boilermakers": {
                        "title": "Welders & Boilermakers",
                        "type": "boolean",
                        "description": "Filter jobs joining metal parts using heat and pressure."
                    },
                    "trades-services-other": {
                        "title": "Other",
                        "type": "boolean",
                        "description": "Filter trades and services jobs that don't fit specific categories."
                    },
                    "self-employment": {
                        "title": "Self Employment",
                        "type": "boolean",
                        "description": "Include jobs for entrepreneurs and independent contractors."
                    },
                    "suburbOrCity": {
                        "title": "DEPRECATED PLEASE DO NOT USE, Suburb or City",
                        "type": "string",
                        "description": "The suburb or city for the job location."
                    },
                    "state": {
                        "title": "DEPRECATED PLEASE DO NOT USE, State",
                        "type": "string",
                        "description": "The state for the job location."
                    },
                    "postCode": {
                        "title": "DEPRECATED PLEASE DO NOT USE, Postcode",
                        "type": "string",
                        "description": "The postcode for the job location."
                    },
                    "seekCookie": {
                        "title": "🍪 SEEK Session Cookie (optional)",
                        "type": "string",
                        "description": "Optional. Paste the raw Cookie header from a logged-in SEEK session to unlock applicant statistics (numApplicants / resume / cover-letter percentages). Leave empty for anonymous scraping."
                    },
                    "proxyConfiguration": {
                        "title": "🛡️ Proxy",
                        "type": "object",
                        "description": "Optional Apify Proxy configuration used as the mid-tier (datacenter) network.",
                        "default": {
                            "useApifyProxy": true
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
