# HelloWork Scraper: French Job Board (`dltik/hellowork-scraper`) Actor Scrape HelloWork jobs by keyword, city, contract type, salary range. Get title, company, location, contract (CDI/CDD/alternance/stage), salary, remote policy, full description, posted date. France's #1 generalist job board. For ATS providers, recruitment agencies, sourcing teams. $1/1K jobs. - **URL**: https://apify.com/dltik/hellowork-scraper.md - **Developed by:** [dltik](https://apify.com/dltik) (community) - **Categories:** Business, Lead generation, Marketing - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing $1.00 / 1,000 job scrapeds 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 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 ## HelloWork Scraper — French Job Board Extract jobs from **HelloWork.com** — France's #1 job board with 800K+ active offers. **HTTP-only, 256MB, $1 per 1,000 jobs.** Filter by keyword, city, contract type, salary, remote policy. No proxy needed. > ⭐ **Found this useful?** Click the **Bookmark** button at the top of [this page](https://apify.com/dltik/hellowork-scraper) — it helps the scraper stay visible to others who need it. Takes 1 click. No signup beyond your existing Apify account. --- ### What can this scraper do? - **Search by keyword** — find jobs matching skills (Python, sales, design...) - **Filter by location** — Paris, Lyon, Marseille, Bordeaux, etc. - **Filter by contract** — CDI, CDD, Stage, Alternance, Freelance, Intérim - **Filter by remote** — full, partial, occasional, no remote - **Filter by salary** — minimum yearly salary threshold - **Enrich with full details** — fetch description, benefits, posted date - **Multi-keyword search** — search multiple terms in a single run --- ### Quick start #### Find Python jobs in Paris ```json { "keywords": ["developpeur python"], "location": "Paris", "maxResults": 100 } ```` #### CDI tech jobs above 50K€/year ```json { "keywords": ["data scientist", "developer", "ingenieur"], "contractTypes": ["CDI"], "minSalary": 50000, "maxResults": 200 } ``` #### Remote-friendly jobs nationwide ```json { "keywords": ["product manager"], "remote": "full", "enrichDetails": true, "maxResults": 50 } ``` *** ### Input | Parameter | Type | Default | Description | |-----------|------|---------|-------------| | `keywords` | array | *required* | Job search keywords | | `location` | string | — | City or department | | `contractTypes` | array | — | CDI, CDD, Stage, Alternance, etc. | | `remote` | enum | `any` | `any`, `full`, `partial`, `occasional`, `no` | | `minSalary` | int | — | Min yearly salary (€) | | `enrichDetails` | bool | `false` | Fetch full job description | | `maxResults` | int | `100` | Max jobs per keyword | *** ### Output ```json { "type": "job", "id": "78366555", "url": "https://www.hellowork.com/fr-fr/emplois/78366555.html", "title": "Développeur Python Senior", "title_raw": "Développeur Python Senior H/F", "company": "XEFI", "location": "Rillieux-la-Pape - 69", "department_code": "69", "contract_type": "CDI", "salary_min": 26400, "salary_max": 40000, "salary_period": "year", "salary_currency": "EUR", "salary_text": "26 400 - 40 000 € / an", "remote": "occasional", "posted_relative": "il y a 3 jours", "badges": ["super-recruiter"], "search_query": "developpeur python", "description": "Full job description text...", "published_at": "2026-04-25T08:00:00Z", "details_enriched": true } ``` *** ### Cost **$0.001 per job** = $1 per 1,000 jobs. | Scenario | Jobs | Cost | Time | |----------|------|------|------| | 1 keyword, 100 jobs | 100 | $0.10 | ~5s | | 5 keywords, 100 each | 500 | $0.50 | ~30s | | With enrichment | 100 | $0.10 | ~60s | | Max batch | 1,000 | $1.00 | ~2min | *** ### Use cases - **Recruitment** — automate job sourcing for ATS - **Salary intelligence** — analyze pay ranges by role/region - **Market research** — track hiring trends in French market - **Lead generation** — find companies hiring for your service - **Competitor monitoring** — see what competitors are hiring for *** ### Other scrapers by dltik | Actor | Description | Price | |-------|-------------|-------| | [Welcome to the Jungle](https://apify.com/dltik/welcome-to-the-jungle-scraper) | Tech jobs FR/EU with Algolia | $0.50/1K | | [Malt](https://apify.com/dltik/malt-scraper) | Freelance profiles + rates | $1/1K | | [Google Maps Email Extractor](https://apify.com/dltik/google-maps-email-extractor) | Emails + WhatsApp | $3/1K | | [Trustpilot](https://apify.com/dltik/trustpilot-scraper) | Reviews + sentiment | $0.50/1K | | [Reddit](https://apify.com/dltik/reddit-scraper) | Posts + sentiment | $2/1K | # Actor input Schema ## `keywords` (type: `array`): Job search keywords (e.g. 'developpeur python', 'commercial', 'data analyst'). ## `location` (type: `string`): City or department (e.g. 'Paris', 'Lyon', 'Bordeaux'). ## `contractTypes` (type: `array`): Filter by contract: CDI, CDD, Stage, Alternance, Freelance, Interim, etc. ## `remote` (type: `string`): Filter jobs by remote policy. ## `minSalary` (type: `integer`): Filter jobs with min annual salary above this amount (€). ## `enrichDetails` (type: `boolean`): Fetch each job page to extract full description, requirements, benefits. Slower but richer. ## `maxResults` (type: `integer`): Maximum jobs per keyword. HelloWork paginates at 30 per page. ## Actor input object example ```json { "keywords": [ "developpeur python" ], "contractTypes": [], "remote": "any", "enrichDetails": false, "maxResults": 100 } ``` # Actor output Schema ## `results` (type: `string`): Dataset of HelloWork job postings with title, company, location, contract, salary, remote. # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "keywords": [ "developpeur python" ] }; // Run the Actor and wait for it to finish const run = await client.actor("dltik/hellowork-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${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": ["developpeur python"] } # Run the Actor and wait for it to finish run = client.actor("dltik/hellowork-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": [ "developpeur python" ] }' | apify call dltik/hellowork-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=dltik/hellowork-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "HelloWork Scraper: French Job Board", "description": "Scrape HelloWork jobs by keyword, city, contract type, salary range. Get title, company, location, contract (CDI/CDD/alternance/stage), salary, remote policy, full description, posted date. France's #1 generalist job board. For ATS providers, recruitment agencies, sourcing teams. $1/1K jobs.", "version": "1.0", "x-build-id": "VFpfo72xuFHsOhRF8" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/dltik~hellowork-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-dltik-hellowork-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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/dltik~hellowork-scraper/runs": { "post": { "operationId": "runs-sync-dltik-hellowork-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/dltik~hellowork-scraper/run-sync": { "post": { "operationId": "run-sync-dltik-hellowork-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": { "keywords": { "title": "Search keywords", "type": "array", "description": "Job search keywords (e.g. 'developpeur python', 'commercial', 'data analyst').", "items": { "type": "string" }, "default": [] }, "location": { "title": "Location (optional)", "type": "string", "description": "City or department (e.g. 'Paris', 'Lyon', 'Bordeaux')." }, "contractTypes": { "title": "Contract types (optional)", "type": "array", "description": "Filter by contract: CDI, CDD, Stage, Alternance, Freelance, Interim, etc.", "items": { "type": "string" }, "default": [] }, "remote": { "title": "Remote policy (optional)", "enum": [ "any", "full", "partial", "occasional", "no" ], "type": "string", "description": "Filter jobs by remote policy.", "default": "any" }, "minSalary": { "title": "Minimum yearly salary (optional)", "minimum": 0, "type": "integer", "description": "Filter jobs with min annual salary above this amount (€)." }, "enrichDetails": { "title": "Enrich with full job details", "type": "boolean", "description": "Fetch each job page to extract full description, requirements, benefits. Slower but richer.", "default": false }, "maxResults": { "title": "Max results per keyword", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Maximum jobs per keyword. HelloWork paginates at 30 per page.", "default": 100 } } }, "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 } } } } } } } } } } ```