# Jora Jobs Scraper — APAC Salaries, Company & Details (`scrapersdelight/jora-jobs-scraper`) Actor From $0.40 per 1,000 jobs — scrape Jora.com across AU, NZ, SG, MY, ID & HK by keyword & location: title, company, SEEK rating, parsed salary, job type, full description, apply link & posted date. New-job monitor with Slack/email/webhook alerts. No login or API key. - **URL**: https://apify.com/scrapersdelight/jora-jobs-scraper.md - **Developed by:** [Scrapers Delight](https://apify.com/scrapersdelight) (community) - **Categories:** Jobs, Lead generation, Automation - **Stats:** 2 total users, 1 monthly users, 72.7% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing $0.40 / 1,000 per job returneds This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows. 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/docs.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.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/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 ## Jora Jobs Scraper — APAC Salaries, Company & Details Scrape **[Jora.com](https://www.jora.com)** — SEEK's Asia-Pacific job aggregator — by keyword and location, across **Australia, New Zealand, Singapore, Malaysia, Indonesia and Hong Kong**. One flat price per job, full job details included. No login, no API key. Jora aggregates postings from hundreds of source boards and company career sites into one index per country, so a single run gives you far broader coverage than scraping any one job board. Each record carries the **company, SEEK employer rating, parsed salary, job type, full description, the external apply link and the posted date**. ### What you get per job | Field | Example | |---|---| | `job_id`, `job_url`, `apply_url` | `374935ac…`, Jora page, external ATS link | | `title`, `company` | `Software Developer`, `Ticketek` | | `company_rating`, `review_count`, `reviews_url` | `3.5`, `24`, SEEK reviews page | | `location`, `country`, `country_code` | `Sydney NSW`, `Australia`, `AU` | | `salary_display` / `_min` / `_max` / `_period` / `_currency` | `$71,638 - $71,638 a year`, `71638`, `71638`, `year`, `AUD` | | `job_type`, `tags` | `Full time`, `["No experience required"]` | | `abstract`, `abstract_bullets` | 3-bullet SERP summary | | `description_text`, `description_html` | full job description (detail page) | | `source` | origin board Jora aggregated from | | `posted_raw`, `is_new`, `sponsored`, `rank` | `Posted 10h ago`, `true`, `false`, `1` | ### Inputs - **Country / market** — `au`, `nz`, `sg`, `my`, `id`, `hk` (default `au`). - **Keywords** + **Location** — exactly as you'd type them on Jora. - **Start URLs (advanced)** — paste full Jora search URLs (with your own filters); overrides the fields above and paginates each one. - **Fetch full job details** — on by default; included in the per-job price. - **Max jobs per run** — safety cap (default 20; `0` = unlimited). - **Proxy** — Apify **RESIDENTIAL** by default (Jora is behind Cloudflare). ### Common uses - **Recruiters / staffing** — build candidate-facing job feeds or track which employers are hiring for a role across an entire country. - **GTM / sales intelligence** — a company posting a job is an active hiring-intent signal; pair with contact enrichment for outbound. - **Labour-market & salary intel** — aggregate salary bands, job types and posting volume by role/region. - **Job boards / ATS / CRM** — ingest fresh, structured postings on a schedule. ### Notes - Server-rendered pages; the scraper reads the live HTML — no browser automation. - Salary appears only when the employer states it (many postings don't). - You are responsible for complying with jora.com's Terms of Service. # Actor input Schema ## `country` (type: `string`): Which Jora market to search. Jora runs a separate site per country; salary is in that country's currency. ## `keywords` (type: `string`): Job-title / skill keywords, exactly as you'd type them into Jora (e.g. 'python developer', 'registered nurse'). Leave empty to sweep all jobs for the market (combine with a maxItems cap). ## `location` (type: `string`): City / region / suburb as shown on Jora (e.g. 'Sydney', 'Auckland', 'Singapore'). Leave empty for the whole country. ## `startUrls` (type: `array`): Paste one or more full Jora search-results URLs (e.g. a URL with your own filters applied on jora.com). Overrides Country/Keywords/Location. The scraper paginates each URL automatically. ## `fetchDetails` (type: `boolean`): Open each job's detail page for the full description, the origin job board, SEEK company review count, the external apply link and country code. INCLUDED in the per-job price — turning it off just makes runs faster (the listing already carries the salary, company, rating, type & abstract). ## `maxItems` (type: `integer`): Hard cap on jobs scraped this run (cost/safety guard). Defaults to 20 for a fast first run — set 0 for an unlimited sweep of the whole result set. ## `proxyConfiguration` (type: `object`): Proxy settings. Jora is behind Cloudflare — Apify RESIDENTIAL proxy (the default) keeps runs reliable under volume. ## `requestConcurrency` (type: `integer`): Max parallel requests for detail-page fetches. Keep modest to respect the site. ## `diagnose` (type: `boolean`): Dev only. Dumps the raw SERP + detail HTML to the key-value store (DEBUG_SERP_HTML / DEBUG_DETAIL_HTML) and logs the parsed first row, then exits. Leave off for normal runs. ## Actor input object example ```json { "country": "au", "keywords": "developer", "location": "Sydney", "fetchDetails": true, "maxItems": 10, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] }, "requestConcurrency": 5, "diagnose": false } ```` # Actor output Schema ## `items` (type: `string`): The dataset of scraped Jora.com jobs (one job per row). # 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 '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "keywords": "developer", "location": "Sydney", "fetchDetails": false, "maxItems": 10 }; // Run the Actor and wait for it to finish const run = await client.actor("scrapersdelight/jora-jobs-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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "keywords": "developer", "location": "Sydney", "fetchDetails": False, "maxItems": 10, } # Run the Actor and wait for it to finish run = client.actor("scrapersdelight/jora-jobs-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 '{ "keywords": "developer", "location": "Sydney", "fetchDetails": false, "maxItems": 10 }' | apify call scrapersdelight/jora-jobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=scrapersdelight/jora-jobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Jora Jobs Scraper — APAC Salaries, Company & Details", "description": "From $0.40 per 1,000 jobs — scrape Jora.com across AU, NZ, SG, MY, ID & HK by keyword & location: title, company, SEEK rating, parsed salary, job type, full description, apply link & posted date. New-job monitor with Slack/email/webhook alerts. No login or API key.", "version": "0.1", "x-build-id": "aoUXXRhoV60Ha40yC" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/scrapersdelight~jora-jobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-scrapersdelight-jora-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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/scrapersdelight~jora-jobs-scraper/runs": { "post": { "operationId": "runs-sync-scrapersdelight-jora-jobs-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/scrapersdelight~jora-jobs-scraper/run-sync": { "post": { "operationId": "run-sync-scrapersdelight-jora-jobs-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": { "country": { "title": "Country / market", "enum": [ "au", "nz", "sg", "my", "id", "hk" ], "type": "string", "description": "Which Jora market to search. Jora runs a separate site per country; salary is in that country's currency.", "default": "au" }, "keywords": { "title": "Keywords", "type": "string", "description": "Job-title / skill keywords, exactly as you'd type them into Jora (e.g. 'python developer', 'registered nurse'). Leave empty to sweep all jobs for the market (combine with a maxItems cap)." }, "location": { "title": "Location", "type": "string", "description": "City / region / suburb as shown on Jora (e.g. 'Sydney', 'Auckland', 'Singapore'). Leave empty for the whole country." }, "startUrls": { "title": "Start URLs (advanced)", "type": "array", "description": "Paste one or more full Jora search-results URLs (e.g. a URL with your own filters applied on jora.com). Overrides Country/Keywords/Location. The scraper paginates each URL automatically.", "items": { "type": "string" } }, "fetchDetails": { "title": "Fetch full job details", "type": "boolean", "description": "Open each job's detail page for the full description, the origin job board, SEEK company review count, the external apply link and country code. INCLUDED in the per-job price — turning it off just makes runs faster (the listing already carries the salary, company, rating, type & abstract).", "default": true }, "maxItems": { "title": "Max jobs per run", "minimum": 0, "type": "integer", "description": "Hard cap on jobs scraped this run (cost/safety guard). Defaults to 20 for a fast first run — set 0 for an unlimited sweep of the whole result set.", "default": 20 }, "proxyConfiguration": { "title": "Proxy", "type": "object", "description": "Proxy settings. Jora is behind Cloudflare — Apify RESIDENTIAL proxy (the default) keeps runs reliable under volume.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }, "requestConcurrency": { "title": "Request concurrency", "minimum": 1, "maximum": 10, "type": "integer", "description": "Max parallel requests for detail-page fetches. Keep modest to respect the site.", "default": 5 }, "diagnose": { "title": "Diagnostic mode (dev)", "type": "boolean", "description": "Dev only. Dumps the raw SERP + detail HTML to the key-value store (DEBUG_SERP_HTML / DEBUG_DETAIL_HTML) and logs the parsed first row, then exits. Leave off for normal runs.", "default": false } } }, "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 } } } } } } } } } } ```