France Travail Jobs Scraper: French Job Offers by Department

France Travail Jobs Scraper exports job offers from France Travail (formerly Pôle emploi), France's public employment service and its largest job board, as clean JSON, CSV or Excel. It reads the same public search and offer pages the site shows, with no login and no API key:

• ✅ By department or region: Paris (75), Rhône (69), Corsica (2A), overseas (971) or a whole region (11R Île-de-France).
• ✅ Title filter: keep only offers whose title contains serveur, développeur, ... (case and accents ignored). You pay only for matching offers.
• ✅ Contract: CDI, CDD, Intérim, ..., full or part time, weekly hours.
• ✅ Salary as shown, plus parsed min, max and period (hour, month, year).
• ✅ Location: department, town, postcode and INSEE commune code.
• ✅ Sector and occupation, employer, description start, publication date.
• ✅ Deduplicated across pages and locations; fast plain HTTP requests, no browser. Pay only for offers written to your dataset.

Start in one minute

Click Start with the prefilled input:

{
  "locations": ["75"],
  "maxItems": 20,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

You get: 20 job offers in Paris with title, employer, contractType, salary, workingHours, location, postalCode, sector, publishedDate and url.

Cost: $0.04: 20 offers × $0.002, plus the $0.00005 actor-start fee.

Use with an AI assistant

Connect the Apify MCP server to Claude, ChatGPT, Cursor or any MCP client (https://mcp.apify.com?tools=cprussin/france-travail-jobs loads only this actor), then paste:

Use the Apify actor cprussin/france-travail-jobs to find 50 "serveur" offers in department 69 and list employer, contract, salary and town.

Recipes

One job title across several departments

Developer offers in Paris, Hauts-de-Seine and Rhône.

{
  "locations": ["75", "92", "69"],
  "titleContains": ["développeur", "developer"],
  "maxItems": 200
}

Fast list without offer pages

Search data only (title, employer, contract, location, date): about 20x faster.

{
  "locations": ["13"],
  "includeDetails": false,
  "maxItems": 500
}

Hiring employers in a region

Recent offers in Occitanie for a list of employers that are hiring.

{
  "locations": ["76R"],
  "maxItems": 1000
}

Who uses France Travail data?

• Recruiters and staffing agencies: find employers hiring in a department and their contract types.
• Job seekers and career services: track new offers for a job title in several departments.
• Labour-market analysts and journalists: salaries, contract mix and sectors by area.
• HR tech and job boards: feed French job offers into a search or matching product.
• AI agents: give an LLM live French job offers through the Apify API or MCP server.

How does the France Travail scraper work?

1. It checks candidat.francetravail.fr/robots.txt and only fetches allowed URLs (never keyword searches, which robots.txt disallows; the title filter is applied by the actor instead).
2. It loads the search page for each location, e.g. /offres/recherche?lieux=75D&range=0-19, 20 offers per page.
3. It follows range=20-39, range=40-59, ... until maxItems offers or the end of the results.
4. With Include offer details on (default), it also opens each offer page for salary, hours, postcode, sector and occupation.

How do I choose which offers to scrape?

Field	Description	Example
locations	Department codes, or region codes ending in R	["75", "2A", "11R"]
titleContains	Keep offers whose title contains one of the words	["serveur", "cuisinier"]
maxItems	Max offers in total	500
includeDetails	Open each offer page (salary, hours, sector)	true
proxyConfiguration	Apify Proxy (on by default; datacenter is enough)	{ "useApifyProxy": true }

• Region codes: 11R Île-de-France, 24R Centre-Val de Loire, 27R Bourgogne-Franche-Comté, 28R Normandie, 32R Hauts-de-France, 44R Grand Est, 52R Pays de la Loire, 53R Bretagne, 75R Nouvelle-Aquitaine, 76R Occitanie, 84R Auvergne-Rhône-Alpes, 93R Provence-Alpes-Côte d'Azur, 94R Corse.
• About 1,000 offers per location: France Travail stops paging there, so split a region into its departments for more.

What data do you get for each offer?

{
  "id": "215WKYS",
  "title": "Travailleur Social (H/F)",
  "employer": "ALFI",
  "contractType": "CDI",
  "workTime": "Temps plein",
  "workingHours": "37H30/semaine",
  "salary": "Annuel de 31000.0 Euros à 34000.0 Euros",
  "salaryMin": 31000,
  "salaryMax": 34000,
  "salaryPeriod": "year",
  "location": "75 - Paris 18e Arrondissement",
  "department": "75",
  "postalCode": "75018",
  "communeCode": "75118",
  "sector": "Social",
  "occupation": "Médiateur familial",
  "descriptionSnippet": "Rattaché(e) à la Coordinatrice Sociale du Secteur Paris, vous accompagnez les résidents dans leur parcours résidentiel...",
  "publishedText": "Publié aujourd'hui",
  "publishedDate": "2026-10-30",
  "source": "France Travail",
  "url": "https://candidat.francetravail.fr/offres/recherche/detail/215WKYS",
  "searchLocation": "75D",
  "scrapedAt": "2026-10-30T13:50:03.036Z"
}

With Include offer details off, workingHours, salary*, postalCode, communeCode, sector and occupation are null.

How much does it cost to scrape France Travail?

Pay per event:

• $0.002 per offer ($2 per 1,000), with or without details.
• $0.00005 per run start. Platform compute is included.

FAQ

Why can't I search by keyword? France Travail's robots.txt disallows keyword searches (motsCles), so the actor searches by location and filters titles itself. Offers that don't match are never billed.

Why is the salary empty for some offers? Many employers don't publish a salary; salary is null then.

Where are the full description, experience and contact details? The offer page loads them with JavaScript from a separate service, which this actor does not call. Open url for the full offer.

Is it legal? The actor reads public job-offer pages that robots.txt allows, without login, and outputs no personal data. Check France Travail's terms for your use case.

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