CareerOne.com.au Jobs Scraper: Extract Australian Job Listings at Scale

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What Is CareerOne.com.au?

CareerOne.com.au is one of Australia's established job search platforms, aggregating listings across industries, locations, and contract types nationwide. It serves both employers and job seekers with a wide range of roles — from entry-level to executive positions across sectors like healthcare, IT, construction, and retail.

Manually collecting job data from CareerOne is impractical at any meaningful scale. The CareerOne Jobs Scraper automates extraction from search result pages, delivering rich, structured records ready for analysis, integration, or aggregation.

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Overview

The CareerOne.com.au Jobs Search Scraper targets job listing pages and extracts comprehensive metadata per listing. It is suited for:

• Recruiters monitoring the Australian talent market
• HR analysts benchmarking salaries and in-demand skills
• Developers building job aggregator or recommendation platforms
• Researchers studying employment trends in Australia

The scraper handles paginated search results, supports configurable item limits, and continues gracefully past failed URLs — making it reliable for both small targeted runs and large-scale data collection.

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Input Format

{
  "urls": [
    "https://www.careerone.com.au/jobs/in-australia"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 50
}

Field	Type	Description
urls	array	One or more CareerOne job search or listing URLs to scrape. Supports category, location, and keyword filtered URLs (e.g., /jobs/keyword-developer/in-sydney). Add URLs one by one or via bulk edit. Default: https://www.careerone.com.au/jobs/in-australia
max_items_per_url	integer	Maximum number of job records to collect per URL. Default: 20. Set higher (e.g., 50) for broader collection runs.
ignore_url_failures	boolean	If true, the scraper skips failed URLs and continues the run rather than stopping. Recommended for bulk URL lists. Default: true

Tip: Use CareerOne's built-in filters (location, industry, job type) to construct targeted URLs before pasting them into urls. This narrows results and reduces unnecessary data collection.

---

Output Format

Sample output

{
  "location_level_2_label": "Parramatta Area Sydney",
  "hiring_platform": "careerone",
  "sector_details": [
    {
      "or_similar": false,
      "is_parsed": false,
      "used_in_scoring": true,
      "importance": 0,
      "is_generic": false,
      "id": 23,
      "requirement_level": null,
      "value": "Privately held company",
      "slug": "privately-held-company"
    }
  ],
  "contract_type_id": 7,
  "group_uuid": "2cf7f50b-48c4-499b-b7f1-fc1c3fbb3e0c",
  "location_label": "Parramatta NSW 2150",
  "location_level_2_slug": "parramatta-area-sydney-nsw",
  "location_id": 6773,
  "sector_label": [
    "Privately held company"
  ],
  "skills": [
    1696,
    18989,
    22060,
    25178,
    25773,
    26661,
    31048,
    2368538,
    2824654,
    3064657,
    6353319,
    6377684,
    7346983,
    7586315,
    7620716,
    7651341,
    9097246,
    10384909,
    25598072
  ],
  "languages_label": [],
  "brand_details": {
    "medias": [],
    "equal_opportunity_tags": [],
    "primary_color": null
  },
  "occupations_indentical": [
    {
      "occupation_id": 196,
      "weight": 1
    },
    {
      "occupation_id": 194,
      "weight": 1
    }
  ],
  "job_bullets": [
    "Plan and prepare Indian cuisine including specialty items and desserts.",
    "Train and mentor kitchen staff on cooking techniques and procedures.",
    "Maintain kitchen hygiene and safety standards."
  ],
  "pay_max_normalised": 82000,
  "product_id": 1,
  "apply_type_id": 4,
  "occupation_id": 196,
  "id": 71745001,
  "location_slug": "parramatta-nsw-2150",
  "perks": [],
  "job_mode_details": [
    {
      "or_similar": false,
      "is_parsed": false,
      "used_in_scoring": true,
      "importance": 0,
      "is_generic": false,
      "id": 37,
      "requirement_level": null,
      "value": "Onsite / Standard business hours",
      "slug": "onsite-standard-business-hours"
    }
  ],
  "activates_at": "2026-04-28 00:27:21",
  "career_level": [],
  "pay_min_normalised": 78000,
  "pay_min": 78000,
  "job_description": " Duties and Responsibilities Plan menu and estimate food and labour costs. Ensure menu items are made as per standardized franchise recipes Discuss with the Executive chef regarding Events and Functions to keep the kitchen Prepared. Organize, prepare and cook food Prepare different specialty items i...",
  "company_name": "Epicure Avenue Pty Ltd",
  "location_level_5_label": "Australia",
  "location_level_3_slug": "sydney-nsw",
  "channel_id": 24,
  "perks_label": [],
  "career_level_details": [],
  "location_country_code": "AU",
  "location_state_code": "NSW",
  "occupation_label": "Food Preparation & Cooking",
  "work_authorisations": [
    68,
    2891179
  ],
  "occupations_list": [
    {
      "occupation_id": 196,
      "weight": 1
    },
    {
      "occupation_id": 194,
      "weight": 0.8
    },
    {
      "occupation_id": 194,
      "weight": 1
    },
    {
      "occupation_id": 196,
      "weight": 0.8
    }
  ],
  "account_type_id": 1,
  "is_sponsored": true,
  "industry": [
    8368286
  ],
  "work_authorisations_details": [
    {
      "or_similar": false,
      "is_parsed": false,
      "used_in_scoring": true,
      "importance": 0,
      "is_generic": false,
      "id": 68,
      "requirement_level": null,
      "value": "Work visa",
      "slug": "work-visa"
    },
    {
      "or_similar": false,
      "is_parsed": false,
      "used_in_scoring": true,
      "importance": 0,
      "is_generic": false,
      "id": 2891179,
      "requirement_level": null,
      "value": "Australian citizen / Permanent resident",
      "slug": "australian-citizen-permanent-resident"
    }
  ],
  "source_reference": "2cf7f50b-48c4-499b-b7f1-fc1c3fbb3e0c",
  "education_level_details": [],
  "job_type_details": [
    {
      "or_similar": false,
      "is_parsed": false,
      "used_in_scoring": true,
      "importance": 0,
      "is_generic": false,
      "id": 1,
      "requirement_level": null,
      "value": "Full time",
      "slug": "full-time"
    }
  ],
  "base_normalised_job_title_id": 92691,
  "perks_details": [],
  "expires_at": "2026-05-28 13:59:59",
  "category_id": 14,
  "refreshed_at": "2026-05-21 12:02:57",
  "account_name": "EPICURE AVENUE PTY LTD",
  "certifications_details": [],
  "pay_max": 82000,
  "pay_type_id": 1,
  "display_primary_brand_crumb": false,
  "location_level_1_label": "Parramatta",
  "languages": [],
  "industry_details": [
    {
      "or_similar": false,
      "is_parsed": false,
      "used_in_scoring": true,
      "importance": 0,
      "is_generic": false,
      "id": 8368286,
      "requirement_level": "Desired",
      "value": "Accommodation and Food Services",
      "slug": "accommodation-and-food-services"
    }
  ],
  "skills_scoring": [
    1696,
    18989,
    22060,
    25178,
    25773,
    26661,
    31048,
    2368538,
    2824654,
    3064657,
    6353319,
    6377684,
    7346983,
    7586315,
    7620716,
    7651341,
    9097246,
    10384909,
    25598072
  ],
  "industry_sector_details": [
    {
      "or_similar": false,
      "is_parsed": false,
      "used_in_scoring": true,
      "importance": 0,
      "is_generic": false,
      "id": 9161842,
      "requirement_level": "",
      "value": "Clubs (Hospitality)",
      "slug": "clubs-hospitality"
    }
  ],
  "job_mode_label": "Onsite / Standard business hours",
  "work_authorisations_label": [
    "Work visa",
    "Australian citizen / Permanent resident"
  ],
  "company_size_details": [
    {
      "or_similar": false,
      "is_parsed": false,
      "used_in_scoring": true,
      "importance": 0,
      "is_generic": false,
      "id": 77,
      "requirement_level": null,
      "value": "51 to 200",
      "slug": "51-to-200"
    }
  ],
  "location_type": "SUBURB",
  "account_id": 619,
  "primary_brand_id": 0,
  "industry_sector_label": [
    "Clubs (Hospitality)"
  ],
  "updated_date": "2026-05-21 13:14:15",
  "pay_hidden": true,
  "career_level_label": [],
  "category_slug": "hospitality-tourism-and-food-services",
  "occupation_407": null,
  "company_logo_url": null,
  "company_square_logo_url": null,
  "education_level_label": [],
  "brand_slug": "epicure-avenue-pty-ltd",
  "pay_is_estimated": true,
  "pay_chart_data": {
    "average_market_pay": 55388,
    "chart_data": [
      {
        "job_count": 3,
        "min_pay": 43000,
        "max_pay": 48700,
        "bar_height": 0
      },
      {
        "job_count": 321,
        "min_pay": 48700,
        "max_pay": 54400,
        "bar_height": 1
      },
      {
        "job_count": 192,
        "min_pay": 54400,
        "max_pay": 60100,
        "bar_height": 0.6
      },
      {
        "job_count": 19,
        "min_pay": 60100,
        "max_pay": 65800,
        "bar_height": 0.1
      },
      {
        "job_count": 38,
        "min_pay": 65800,
        "max_pay": 71500,
        "bar_height": 0.1
      },
      {
        "job_count": 0,
        "min_pay": 71500,
        "max_pay": 77200,
        "bar_height": 0
      },
      {
        "job_count": 1,
        "min_pay": 77200,
        "max_pay": 82900,
        "bar_height": 0
      },
      {
        "job_count": 0,
        "min_pay": 82900,
        "max_pay": 88600,
        "bar_height": 0
      },
      {
        "job_count": 0,
        "min_pay": 88600,
        "max_pay": 94300,
        "bar_height": 0
      },
      {
        "job_count": 4,
        "min_pay": 94300,
        "max_pay": 100000,
        "bar_height": 0
      }
    ],
    "chart_type": "histogram",
    "max_market_pay": 100000,
    "occupation_id": 196,
    "job_location": "Sydney NSW",
    "market_label": "Food Preparation & Cooking",
    "min_market_pay": 43000
  },
  "base_normalised_job_title": "Chef-Indian Cuisine",
  "is_resume_mandatory": true,
  "uuid": "2cf7f50b-48c4-499b-b7f1-fc1c3fbb3e0c",
  "apply_questions_count": 0,
  "location_level": 1,
  "skills_details": [
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 9,
      "is_generic": true,
      "id": 1696,
      "requirement_level": "Required",
      "value": "Food preparation",
      "slug": "food-preparation-1696"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 10,
      "is_generic": true,
      "id": 18989,
      "requirement_level": "Required",
      "value": "Cooking",
      "slug": "cooking-18989"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 7,
      "is_generic": true,
      "id": 22060,
      "requirement_level": "Desired",
      "value": "Cost Estimation",
      "slug": "cost-estimation-22060"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 10,
      "is_generic": false,
      "id": 25178,
      "requirement_level": "Required",
      "value": "Indian cuisine",
      "slug": "indian-cuisine-25178"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 8,
      "is_generic": true,
      "id": 25773,
      "requirement_level": "Required",
      "value": "Kitchen Management",
      "slug": "kitchen-management-25773"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 8,
      "is_generic": true,
      "id": 26661,
      "requirement_level": "Required",
      "value": "Menu planning",
      "slug": "menu-planning-26661"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 8,
      "is_generic": true,
      "id": 31048,
      "requirement_level": "Required",
      "value": "Team Leadership",
      "slug": "team-leadership-31048"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 8,
      "is_generic": true,
      "id": 2368538,
      "requirement_level": "Required",
      "value": "Inventory management",
      "slug": "inventory-management-2368538"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 6,
      "is_generic": true,
      "id": 2824654,
      "requirement_level": "Desired",
      "value": "First Aid",
      "slug": "first-aid-2824654"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 8,
      "is_generic": true,
      "id": 3064657,
      "requirement_level": "Required",
      "value": "Food presentation",
      "slug": "food-presentation-3064657"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 6,
      "is_generic": true,
      "id": 6353319,
      "requirement_level": "Desired",
      "value": "Food preservation",
      "slug": "food-preservation-6353319"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 9,
      "is_generic": true,
      "id": 6377684,
      "requirement_level": "Required",
      "value": "Food safety and hygiene",
      "slug": "food-safety-and-hygiene-6377684"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 8,
      "is_generic": true,
      "id": 7346983,
      "requirement_level": "Required",
      "value": "Food Quality Control",
      "slug": "food-quality-control-7346983"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 6,
      "is_generic": true,
      "id": 7586315,
      "requirement_level": "Desired",
      "value": "Kitchen Equipment Maintenance",
      "slug": "kitchen-equipment-maintenance"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 8,
      "is_generic": true,
      "id": 7620716,
      "requirement_level": "Required",
      "value": "Staff Training and Mentoring",
      "slug": "staff-training-and-mentoring"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 9,
      "is_generic": true,
      "id": 7651341,
      "requirement_level": "Required",
      "value": "Workplace Safety Procedures",
      "slug": "workplace-safety-procedures"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 9,
      "is_generic": false,
      "id": 9097246,
      "requirement_level": "Required",
      "value": "Tandoori Cooking",
      "slug": "tandoori-cooking"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 9,
      "is_generic": true,
      "id": 10384909,
      "requirement_level": "Required",
      "value": "Workplace Hygiene and Safety",
      "slug": "workplace-hygiene-and-safety"
    },
    {
      "or_similar": false,
      "is_parsed": true,
      "used_in_scoring": true,
      "importance": 9,
      "is_generic": false,
      "id": 25598072,
      "requirement_level": "Required",
      "value": "Samosas, Chaat, Puris Preparation",
      "slug": "samosas-chaat-puris-preparation"
    }
  ],
  "job_title": "Chef - Indian Cuisine",
  "sector": [
    23
  ],
  "campaign_id": 0,
  "custom_search_data": " ",
  "weighting": "0.900",
  "brand_id": 7384,
  "education_level": [],
  "flow_enabled": false,
  "bucket_code": "PRIORITISE",
  "location_post_code": "2150",
  "category_label": "Hospo, Tourism & Food Services",
  "job_type_label": "Full time",
  "location_level_4_label": "New South Wales",
  "contract_type_label": "Permanent",
  "brand_is_hidden": false,
  "job_type_id": 1,
  "industry_label": [
    "Accommodation and Food Services"
  ],
  "partner_id": 0,
  "languages_details": [],
  "job_mode_id": 37,
  "pay_type": "annual_salary",
  "pay_is_above_avg": false,
  "apply_email": "hsbsydney@saravanabhavan.com",
  "occupation_slug": "food-preparation-and-cooking",
  "location_level_3_label": "Sydney NSW",
  "normalised_job_title_id": [
    "16151",
    "16342",
    "92691"
  ],
  "industry_sector": [
    9161842
  ],
  "certifications_label": [],
  "hiring_site": "careerone_hiring",
  "location_level_5": 15299,
  "certifications": [],
  "contract_type_details": [
    {
      "or_similar": false,
      "is_parsed": false,
      "used_in_scoring": true,
      "importance": 0,
      "is_generic": false,
      "id": 7,
      "requirement_level": null,
      "value": "Permanent",
      "slug": "permanent"
    }
  ],
  "location_level_4": 15295,
  "location_level_3": 15279,
  "location_level_2": 15215,
  "location_level_1": 6773,
  "apply_questions_step_count": 0,
  "location": {
    "lon": "151.13947200",
    "lat": "-33.88616600"
  },
  "is_proxy_apply": false,
  "user": {
    "last_name": "Balasubramaniam",
    "profile_color": "#f7d737",
    "id": 157526,
    "first_name": "Vinodh"
  },
  "score": 19.501,
  "url": null,
  "date_label": "3 weeks ago",
  "from_url": "https://www.careerone.com.au/jobs/in-australia?page=2"
}

Each job listing returns a record with 100+ structured fields, grouped below by category:

Core Identifiers

Field	Meaning
ID	Internal numeric job identifier
UUID	Universally unique identifier for the listing
Group UUID	Groups related or duplicate listings
URL	Direct link to the job posting on CareerOne
Source Reference	Original source or partner reference ID
Hiring Site	The platform or site serving the listing
Hiring Platform	Underlying technology platform
Partner ID	ID of the partner site supplying the listing
Campaign ID	Associated advertising campaign ID

Job Details

Field	Meaning
Job Title	Displayed job title
Base Normalised Job Title	Standardised/normalised version of the title
Base Normalised Job Title ID	ID for the normalised title taxonomy
Normalised Job Title ID	Alternative normalised title reference
Job Description	Full text of the job description
Job Bullets	Key highlights extracted as bullet points
Job Mode Label / Job Mode ID / Job Mode Details	Work mode: on-site, remote, hybrid
Job Type Label / Job Type ID / Job Type Details	Employment type: full-time, part-time, casual, etc.
Contract Type Label / Contract Type ID / Contract Type Details	Contract classification (permanent, fixed-term, etc.)
Career Level / Career Level Label / Career Level Details	Seniority level of the role
Date Label	Human-readable posting date label (e.g., "2 days ago")
Activates At	Timestamp when the listing went live
Expires At	Listing expiry timestamp
Refreshed At	Last refresh/update timestamp
Updated Date	Last modification date

Salary & Pay

Field	Meaning
Pay Min	Minimum advertised salary (raw)
Pay Max	Maximum advertised salary (raw)
Pay Min Normalised	Normalised minimum salary for comparison
Pay Max Normalised	Normalised maximum salary for comparison
Pay Type / Pay Type ID	Pay frequency or type (annual, hourly, etc.)
Pay Hidden	Whether salary is hidden from the listing
Pay Is Estimated	Whether the salary is an estimate
Pay Is Above Avg	Flag indicating above-average pay for the role
Pay Chart Data	Salary chart data for visualisation

Location

Field	Meaning
Location	Full location object
Location Label	Human-readable location string
Location Slug	URL-friendly location identifier
Location ID	Internal location ID
Location Type	Type classification (city, region, remote)
Location Country Code	ISO country code (e.g., AU)
Location State Code	State/territory code (e.g., NSW, VIC)
Location Post Code	Postcode of the job location
Location Level 1–5	Hierarchical location breakdown (country → state → city → suburb → area)
Location Level 1–5 Label	Human-readable labels for each location level
Location Level 2–3 Slug	Slugs for location hierarchy levels

Company & Branding

Field	Meaning
Company Name	Employer name
Company Logo URL	Full-size company logo image URL
Company Square Logo URL	Square-cropped logo for thumbnails
Company Size Details	Employer size classification
Account ID / Account Name / Account Type ID	Advertiser account details
Brand ID / Brand Slug / Brand Details	Brand entity linked to the listing
Primary Brand ID / Display Primary Brand Crumb	Primary brand display details
Brand Is Hidden	Whether brand/company identity is concealed
User	User account associated with the posting

Classification & Taxonomy

Field	Meaning
Category ID / Category Label / Category Slug	CareerOne's job category taxonomy
Sector / Sector Label / Sector Details	Broad sector classification
Industry / Industry Label / Industry Details	Industry classification
Industry Sector / Industry Sector Label / Industry Sector Details	Combined industry-sector grouping
Occupation ID / Occupation Label / Occupation Slug	Occupation taxonomy entry
Occupations List	List of all matched occupations
Occupations Indentical	Flag for identical occupation matches
Occupation 407	Specific occupation taxonomy reference

Skills, Education & Requirements

Field	Meaning
Skills	Raw list of required skills
Skills Details	Enriched skill metadata
Skills Scoring	Relevance scores for each skill
Education Level / Education Level Label / Education Level Details	Required education qualification
Certifications / Certifications Label / Certifications Details	Required certifications or licences
Languages / Languages Label / Languages Details	Language requirements
Work Authorisations / Work Authorisations Label / Work Authorisations Details	Visa/work rights requirements (important for AU market)
Is Resume Mandatory	Whether a resume is required to apply

Application & Perks

Field	Meaning
Apply Type ID	Application method type identifier
Apply Email	Direct application email address
Apply Questions Count	Total number of screening questions
Apply Questions Step Count	Number of steps in the application flow
Is Proxy Apply	Whether the apply action is proxied through CareerOne
Flow Enabled	Whether the in-platform application flow is active
Perks / Perks Label / Perks Details	Benefits and perks associated with the role

Ranking & Metadata

Field	Meaning
Is Sponsored	Whether the listing is a paid/sponsored placement
Score	Relevance score assigned by the platform
Weighting	Internal ranking weight
Bucket Code	Internal segmentation bucket
Product ID	Listing product/tier identifier
Channel ID	Distribution channel identifier
Custom Search Data	Additional platform-specific search metadata

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How to Use

1. Build your search URL — Use CareerOne's search filters (location, keyword, industry) to construct a results URL. Example: https://www.careerone.com.au/jobs/keyword-developer/in-melbourne
2. Configure the input — Paste one or more URLs into the urls array. Set max_items_per_url based on how many records you need.
3. Run the scraper — Start the actor. Monitor logs for any failed URLs.
4. Export results — Download as JSON, CSV, or Excel for downstream use.

Best practices:

• Use filtered search URLs to target specific roles or regions rather than scraping the entire site.
• Set ignore_url_failures: true whenever running multiple URLs to avoid interrupting the full run.
• For salary analysis, rely on Pay Min/Max Normalised fields for consistent comparisons across listings.

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Use Cases & Business Value

• Salary benchmarking: Aggregate Pay Min/Max Normalised across roles and locations for compensation reports
• Skills gap analysis: Extract Skills and Skills Scoring fields to identify in-demand capabilities in Australian industries
• Job board development: Feed structured listings into aggregator platforms or internal HR tools
• Labour market research: Track hiring volume, industry trends, and location demand over time using Activates At, Expires At, and classification fields

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Conclusion

The CareerOne.com.au Jobs Search Scraper provides one of the most comprehensive datasets available for the Australian job market — covering everything from raw salary figures and skill requirements to branding metadata and application flow details. Whether you're building a platform, conducting research, or monitoring the market, this scraper delivers the structured data foundation you need.