# France Travail Scraper: 700K+ FR Jobs (Pôle Emploi) (`dltik/francetravail-scraper`) Actor Scrape 700K+ public job offers from France Travail (ex Pôle Emploi). Filter by keywords, location, contract (CDI/CDD/alternance), experience, salary. Get title, company, location, required skills, work hours, full description. For ATS, recruitment agencies, market intel. $1.50/1K jobs. - **URL**: https://apify.com/dltik/francetravail-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 $1.50 / 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 ## France Travail Scraper — 700K+ FR Jobs API (Pôle Emploi) > Scrape **700K+ public job offers from France Travail** (formerly Pôle Emploi) — the largest French public job board. Filter by keywords, location, contract type (CDI/CDD/alternance/stage), experience, salary. Get title, company, location, required skills, work conditions, application URL. **No OAuth, no API key, no monthly subscription**. HTTP-only, **$0.0015 per job**. ⭐ **Bookmark this France Travail Scraper** — Apify ranks actors by bookmarks, so it directly helps the visibility of this scraper on the Apify Store. ### What is the France Travail Scraper? The **France Travail Scraper** is an Apify actor that pulls live job offers from [France Travail](https://www.france.travail.fr/) (the rebranded Pôle Emploi, France's #1 public employment service). It bypasses the official API's auth/quota limits — no OAuth handshake, no monthly cap, no tier system. Just give it a query and get clean JSON back. Filter by 10+ criteria including keyword, city/department, ROME code, contract (CDI, CDD, alternance, stage, intérim), experience band, salary range, remote-friendly. The richest French job-market dataset, agent-ready. ### Use cases - **ATS feeders** — auto-import filtered France Travail offers into your ATS daily. - **Salary research** — aggregate salary bands by job title and department for compensation studies. - **Recruitment intelligence** — track who's hiring what in your sector. - **Job-aggregator front-end** — build a niche job board (e.g., dev jobs in Lyon) on top of France Travail data. - **Labor-market dashboards** — track open job count per ROME code per month. - **Career bots** — alert candidates daily when matching France Travail jobs are posted. ### Input ```json { "keywords": "data engineer", "departments": ["75", "92"], "contractTypes": ["CDI"], "experienceMin": 2, "remote": true, "limit": 200 } ```` ### Output ```json { "id": "ABCD123", "title": "Data Engineer Confirmé H/F", "company": "Example Corp", "location": "Paris 9e", "department": "75", "contract_type": "CDI", "salary_min_eur": 50000, "salary_max_eur": 65000, "experience_required_years": 3, "remote_policy": "hybrid", "rome_code": "M1805", "description": "Full job description text...", "apply_url": "https://candidat.francetravail.fr/offres/recherche/detail/ABCD123", "posted_date": "2026-04-28" } ``` ### Pricing **PAY\_PER\_EVENT — $0.0015 per job offer** (= $1.50 per 1,000). Failed runs not charged. ### FAQ — France Travail / Pôle Emploi API alternatives **Why not the official France Travail API?** The official API has OAuth, monthly quota, and excludes some fields. This scraper has no auth, no quota, full data — useful when you scrape continuously. **Does it include alternance / stage / intérim?** Yes, via the `contractTypes` filter. Also CDI, CDD, freelance. **ROME code support?** Yes — all 532 ROME job codes are queryable. Cleaner than free-text search for sector analytics. **How fresh is the data?** Pulled live at run time. France Travail re-indexes hourly. *** ⭐ **Found this useful? Bookmark this France Travail Scraper** — it's the strongest signal for Apify Store ranking. #### Related actors - [HelloWork Scraper](https://apify.com/dltik/hellowork-scraper) — France's #2 job board - [Welcome to the Jungle Scraper](https://apify.com/dltik/welcome-to-the-jungle-scraper) — tech-focused FR/EU jobs - [JobTeaser Scraper](https://apify.com/dltik/jobteaser-scraper) — student jobs, internships, alternance License: MIT · Author: [dltik](https://apify.com/dltik) # Actor input Schema ## `keywords` (type: `string`): Search keywords (e.g. 'développeur python', 'commercial', 'plombier'). Searches title + description. ## `location` (type: `string`): France Travail location code. Format: '75D' for département Paris, '75' for region. Example: '75D' (Paris dept), '69D' (Rhône), '13D' (Bouches-du-Rhône). Combine with rayon (radius). ## `contractType` (type: `string`): CDI, CDD, MIS (intérim/mission), SAI (saisonnier). Multiple via comma: 'CDI,CDD'. ## `contractNature` (type: `string`): E1 (alternance), E2 (apprentissage), FS (formation), FT (CIE), I1 (CUI-CIE). ## `experience` (type: `string`): 1 = débutant accepté, 2 = expérience exigée, 3 = expérimenté. ## `qualification` (type: `string`): 0=non précisée, 1=manoeuvre, 2=ouvrier, 3=technicien, 4=AM, 5=cadre, 6=cadre dir, 7=PDG, 8=ETAM, 9=cadre. ## `fullTimeOnly` (type: `boolean`): Only full-time positions. ## `minSalary` (type: `string`): Minimum salary annual. Example '30000'. ## `radiusKm` (type: `string`): Radius from location in km. Default 10. ## `postedSince` (type: `string`): Show jobs posted in last N days. Values: 1, 3, 7, 14, 31. ## `includePartners` (type: `boolean`): Include offers from partner sites (Indeed, Apec, etc.) — recommended. ## `enrichDetails` (type: `boolean`): For each job, fetch the detail page to get full description, skills, experience, education, qualifications, industry. Costs +1 request per job. ## `maxResults` (type: `integer`): Maximum jobs to return. ## `proxyConfig` (type: `object`): Optional Apify proxy. France Travail rarely blocks — proxy mostly unnecessary. ## Actor input object example ```json { "fullTimeOnly": false, "includePartners": true, "enrichDetails": false, "maxResults": 100, "proxyConfig": { "useApifyProxy": false } } ``` # Actor output Schema ## `results` (type: `string`): Job listings. # 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 = {}; // Run the Actor and wait for it to finish const run = await client.actor("dltik/francetravail-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 = {} # Run the Actor and wait for it to finish run = client.actor("dltik/francetravail-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 '{}' | apify call dltik/francetravail-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=dltik/francetravail-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "France Travail Scraper: 700K+ FR Jobs (Pôle Emploi)", "description": "Scrape 700K+ public job offers from France Travail (ex Pôle Emploi). Filter by keywords, location, contract (CDI/CDD/alternance), experience, salary. Get title, company, location, required skills, work hours, full description. For ATS, recruitment agencies, market intel. $1.50/1K jobs.", "version": "1.0", "x-build-id": "5bI0aV2PtwkKlaPmA" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/dltik~francetravail-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-dltik-francetravail-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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~francetravail-scraper/runs": { "post": { "operationId": "runs-sync-dltik-francetravail-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~francetravail-scraper/run-sync": { "post": { "operationId": "run-sync-dltik-francetravail-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": "Keywords", "type": "string", "description": "Search keywords (e.g. 'développeur python', 'commercial', 'plombier'). Searches title + description." }, "location": { "title": "Location code", "type": "string", "description": "France Travail location code. Format: '75D' for département Paris, '75' for region. Example: '75D' (Paris dept), '69D' (Rhône), '13D' (Bouches-du-Rhône). Combine with rayon (radius)." }, "contractType": { "title": "Contract type", "type": "string", "description": "CDI, CDD, MIS (intérim/mission), SAI (saisonnier). Multiple via comma: 'CDI,CDD'." }, "contractNature": { "title": "Contract nature", "type": "string", "description": "E1 (alternance), E2 (apprentissage), FS (formation), FT (CIE), I1 (CUI-CIE)." }, "experience": { "title": "Experience required", "enum": [ "1", "2", "3" ], "type": "string", "description": "1 = débutant accepté, 2 = expérience exigée, 3 = expérimenté." }, "qualification": { "title": "Qualification level", "type": "string", "description": "0=non précisée, 1=manoeuvre, 2=ouvrier, 3=technicien, 4=AM, 5=cadre, 6=cadre dir, 7=PDG, 8=ETAM, 9=cadre." }, "fullTimeOnly": { "title": "Full-time only", "type": "boolean", "description": "Only full-time positions.", "default": false }, "minSalary": { "title": "Minimum salary", "type": "string", "description": "Minimum salary annual. Example '30000'." }, "radiusKm": { "title": "Search radius (km)", "type": "string", "description": "Radius from location in km. Default 10." }, "postedSince": { "title": "Posted since (days)", "enum": [ "1", "3", "7", "14", "31" ], "type": "string", "description": "Show jobs posted in last N days. Values: 1, 3, 7, 14, 31." }, "includePartners": { "title": "Include partner offers", "type": "boolean", "description": "Include offers from partner sites (Indeed, Apec, etc.) — recommended.", "default": true }, "enrichDetails": { "title": "Enrich with detail page", "type": "boolean", "description": "For each job, fetch the detail page to get full description, skills, experience, education, qualifications, industry. Costs +1 request per job.", "default": false }, "maxResults": { "title": "Max results", "minimum": 1, "maximum": 5000, "type": "integer", "description": "Maximum jobs to return.", "default": 100 }, "proxyConfig": { "title": "Proxy (optional)", "type": "object", "description": "Optional Apify proxy. France Travail rarely blocks — proxy mostly unnecessary.", "default": { "useApifyProxy": 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 } } } } } } } } } } ```