# Jobat Scraper — Belgian Job Listings, Salaries & Company Data (`studio-amba/jobat-scraper`) Actor Scrape job listings from Jobat.be, Belgium's #2 job board with 85K daily visitors. Search by keyword, location, and sector. Extract titles, companies, salaries, contract types, and descriptions. No login or cookies required. - **URL**: https://apify.com/studio-amba/jobat-scraper.md - **Developed by:** [Studio Amba](https://apify.com/studio-amba) (community) - **Categories:** E-commerce - **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing Pay per usage This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage ## 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 ### What does Jobat Scraper do? **Jobat Scraper** extracts job listings from [Jobat.be](https://www.jobat.be), Belgium's second-largest job board with over 85,000 daily visitors. It collects job titles, companies, salaries, locations, contract types, sectors, and full descriptions. The scraper supports both Dutch and French versions of the site. No login or cookies required. Use it on the Apify platform to get structured job data via API, schedule recurring scrapes, and integrate with tools like Zapier, Make, Google Sheets, and Slack. ### How to scrape Jobat data 1. Go to the Jobat Scraper on the Apify Store. 2. Click **Try for free** to open the actor in the Apify Console. 3. Enter a search query (e.g. "developer") and optionally a location (e.g. "Brussel"). 4. Choose the site language: Dutch (`nl`) or French (`fr`). 5. Set the maximum number of results you want. 6. Click **Start** and wait for the run to finish. 7. Download your data as JSON, CSV, Excel, or HTML from the Output tab. ### Why use Jobat Scraper? - **Recruitment and hiring** -- Monitor job postings from competitors or across sectors to understand hiring trends in Belgium. - **Salary research** -- Collect salary data across roles and regions to benchmark compensation. - **Market analysis** -- Track which sectors are growing, which companies are hiring most, and where demand is concentrated. - **Lead generation** -- Identify companies actively hiring to target with B2B services. - **Academic research** -- Gather structured labor market data for economic or sociological studies. ### Input | Field | Type | Required | Description | |-------|------|----------|-------------| | `query` | String | No | Job search keyword (e.g. "developer", "marketing", "ingenieur"). Leave empty to browse all jobs. | | `location` | String | No | City or region (e.g. "Brussel", "Antwerpen", "Gent"). Leave empty for all Belgium. | | `language` | String | No | Site language: `nl` (Dutch, default) or `fr` (French). | | `maxResults` | Integer | No | Maximum number of job listings to scrape (default: 100, max: 10000). | | `proxyConfiguration` | Object | No | Proxy settings. Residential proxies recommended for Cloudflare protection. | ### Output Each result contains structured data about a single job listing. You can download the dataset in various formats such as JSON, HTML, CSV, or Excel. #### Example output ```json { "title": "Senior Frontend Developer", "company": "Telenet", "salary": "3500 - 4500 EUR/month", "location": "Mechelen", "contractType": "Vast contract", "sector": "ICT & Technology", "postedDate": "2026-05-08", "description": "We are looking for an experienced frontend developer to join our team...", "url": "https://www.jobat.be/nl/jobs/senior-frontend-developer-12345", "scrapedAt": "2026-05-11T10:30:00.000Z" } ```` ### Data fields | Field | Type | Description | |-------|------|-------------| | `title` | String | Job position title | | `company` | String | Hiring company name | | `salary` | String | Salary range or indication | | `location` | String | Job location (city or region) | | `contractType` | String | Type of contract (e.g. permanent, interim, freelance) | | `sector` | String | Industry sector | | `postedDate` | String | When the job was posted | | `description` | String | Full job description text | | `url` | String | Direct URL to the job listing on Jobat.be | | `scrapedAt` | String | ISO 8601 timestamp of when the data was collected | ### Cost estimate This actor uses approximately **0.5 compute units per 1,000 results**. With the Apify free tier you can run smaller scrapes at no cost. For larger runs, expect roughly $0.25 per 1,000 job listings at standard Apify pricing. ### Tips - Use specific search queries to get more relevant results and reduce unnecessary page loads. - Set `maxResults` to a reasonable number to control cost and run time. - Residential proxies are recommended since Jobat.be uses Cloudflare protection. - Schedule recurring runs to track new job postings daily or weekly. - Combine with other Belgian job board scrapers (VDAB, StepStone, Indeed) for comprehensive market coverage. ### Limitations - Salary data is not available for all listings -- many Belgian employers do not publish salary ranges. - Some job detail fields may be empty depending on how the employer filled in the listing. - Data is scraped from the public website and may change without notice. ### Integrations Connect Jobat Scraper with your existing tools and workflows: - **Google Sheets** -- Export job listings directly to a spreadsheet for easy filtering and sharing. - **Slack** -- Get notified when new jobs matching your criteria appear. - **Zapier / Make** -- Build workflows that react to new job postings in real time. - **Custom API** -- Access all results programmatically via the Apify API in JSON format. ### FAQ and support **Is it legal to scrape Jobat.be?** Scraping publicly available data is generally permitted under EU law. This actor only accesses public job listings that require no login. **How often is the data updated?** The actor scrapes live data from Jobat.be each time it runs. Schedule it daily or weekly to track changes. **I found a bug or have a feature request.** Open an issue in the Issues tab on the actor page. You can also request a custom scraping solution. # Actor input Schema ## `query` (type: `string`): Job search keyword (e.g. 'developer', 'marketing', 'ingenieur'). Leave empty to browse all jobs. ## `location` (type: `string`): City or region (e.g. 'Brussel', 'Antwerpen', 'Gent'). Leave empty for all Belgium. ## `language` (type: `string`): Site language. ## `maxResults` (type: `integer`): Maximum number of job listings to scrape. ## `proxyConfiguration` (type: `object`): Proxy settings. Residential proxies strongly recommended (Cloudflare protection). ## Actor input object example ```json { "query": "developer", "language": "nl", "maxResults": 100 } ``` # 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 = { "query": "developer" }; // Run the Actor and wait for it to finish const run = await client.actor("studio-amba/jobat-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 = { "query": "developer" } # Run the Actor and wait for it to finish run = client.actor("studio-amba/jobat-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 '{ "query": "developer" }' | apify call studio-amba/jobat-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=studio-amba/jobat-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Jobat Scraper — Belgian Job Listings, Salaries & Company Data", "description": "Scrape job listings from Jobat.be, Belgium's #2 job board with 85K daily visitors. Search by keyword, location, and sector. Extract titles, companies, salaries, contract types, and descriptions. No login or cookies required.", "version": "0.1", "x-build-id": "x96G0ucnex1ECFPd9" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/studio-amba~jobat-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-studio-amba-jobat-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/studio-amba~jobat-scraper/runs": { "post": { "operationId": "runs-sync-studio-amba-jobat-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/studio-amba~jobat-scraper/run-sync": { "post": { "operationId": "run-sync-studio-amba-jobat-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "query": { "title": "Search Query", "type": "string", "description": "Job search keyword (e.g. 'developer', 'marketing', 'ingenieur'). Leave empty to browse all jobs." }, "location": { "title": "Location", "type": "string", "description": "City or region (e.g. 'Brussel', 'Antwerpen', 'Gent'). Leave empty for all Belgium." }, "language": { "title": "Language", "enum": [ "nl", "fr" ], "type": "string", "description": "Site language.", "default": "nl" }, "maxResults": { "title": "Max Results", "minimum": 1, "maximum": 10000, "type": "integer", "description": "Maximum number of job listings to scrape.", "default": 100 }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Proxy settings. Residential proxies strongly recommended (Cloudflare protection)." } } }, "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 } } } } } } } } } } ```