France Travail Job Scraper

Scrape job listings from France Travail (formerly Pole Emploi), France's public employment service with 500,000+ active job listings. Extract title, company, location, contract type, salary, and full description.

HTTP-only scraper using Cheerio (no browser). Runs at 128MB memory.

---

Scraper d'offres d'emploi France Travail

Scrapez les offres d'emploi de France Travail (anciennement Pole Emploi), le service public de l'emploi en France avec plus de 500 000 offres actives. Extrayez le titre, l'entreprise, la localisation, le type de contrat, le salaire et la description complete.

Use with AI Agents (MCP)

Connect this actor to any MCP-compatible AI client -- Claude Desktop, Claude.ai, Cursor, VS Code, LangChain, LlamaIndex, or custom agents.

Apify MCP server URL:

https://mcp.apify.com?tools=santamaria-automations/france-travail-scraper

Example prompt once connected:

"Use france-travail-scraper to scrape job listings from france travail. Return results as a table."

Clients that support dynamic tool discovery (Claude.ai, VS Code) will receive the full input schema automatically via add-actor.

Related Actors

Looking for more job data? Check out our other scrapers:

Global

• LinkedIn Jobs Scraper
• Indeed Scraper

DACH Region

• Jobs.ch Scraper
• StepStone.de Scraper
• Karriere.at Scraper

Nordics

• Arbetsformedlingen.se Scraper -- Swedish jobs
• Jobindex.dk Scraper -- Danish jobs

UK

• Reed.co.uk Scraper -- UK jobs

Enrich your job data

• Website Job Extractor
• Website Contact Extractor

---

Features

• 500,000+ active listings from France's largest public job board
• Multi-query support -- run multiple search keywords in one execution, deduplicated
• Title filter -- titleFilter drops non-matching SERP rows before detail fetch (saves cost)
• Sort by newest or relevance -- sortBy: "newest" (default) maps to France Travail's tri=1; "relevance" maps to tri=0
• Date filter -- postedWithinDays maps to France Travail's emission param (1, 3, 7, 14, or 31 days)
• Employment type filter -- employmentType: "FULL_TIME" maps to dureeHebdo=1 (temps plein); "PART_TIME" maps to dureeHebdo=2 (temps partiel)
• SERP + Detail modes -- fast SERP-only or full detail extraction with salary and remote info
• French contract types -- CDI, CDD, interim, alternance, stage
• Remote detection -- detects teletravail (remote work) mentions
• Salary parsing -- structured min/max from French salary formats (annuel, mensuel, horaire)
• Location filtering -- filter by department code (75 = Paris, 69 = Lyon, etc.)
• Low cost -- 128MB memory, HTTP-only

Input Parameters

Parameter	Type	Default	Description
searchQueries	array	["developpeur"]	One or more search keywords. Each keyword runs as a separate search.
searchQuery	string	""	Single keyword (legacy, backward compatible). Use searchQueries for new integrations.
location	string	""	Department code or region code (e.g. 75 for Paris, 69 for Lyon). Empty = all France.
maxResultsPerQuery	integer	100	Per-keyword result cap (counts post-filter results when titleFilter is active).
maxResults	integer	100	Total cap across all queries. Set to 0 for unlimited.
titleFilter	string	""	Comma-separated title terms (case-insensitive substring OR-match). Applied after SERP fetch, before detail fetch. Non-matching rows are dropped entirely (no billing). Empty = no filter. Example: Développeur, Chef de projet, Ingénieur.
sortBy	enum	"newest"	newest = most recent first (tri=1); relevance = France Travail relevance ranking (tri=0).
postedWithinDays	integer	unset	Only return jobs posted within N days. Rounds up to the nearest discrete France Travail emission value: 1, 3, 7, 14, or 31. Values above 31 disable the filter.
employmentType	enum	unset	Filter by employment type. FULL_TIME = temps plein (dureeHebdo=1); PART_TIME = temps partiel (dureeHebdo=2). INTERNSHIP, TEMPORARY, CONTRACT, TRAINEE have no direct France Travail hours-type mapping and return all hours types.
includeDetails	boolean	false	Fetch detail pages for full description, salary, and remote status. Slower but richer.

postedWithinDays rounding table

France Travail's emission param only accepts discrete day values. Your input is rounded up to the nearest option:

Input	emission param	Window
1	1	Last 24 hours
2-3	3	Last 3 days
4-7	7	Last week
8-14	14	Last 2 weeks
15-31	31	Last month
32+	(omitted)	All offers

Output Fields

Field	Type	Description
id	string	France Travail offer ID
title	string	Job title
company	string/null	Hiring company name
location	string	Job location (city, department)
country	string	Always "FR"
employment_type	string/null	full-time, part-time, temporary, internship, apprenticeship, or contract
remote_option	string/null	remote, hybrid, or null
salary_min	number/null	Minimum salary (EUR)
salary_max	number/null	Maximum salary (EUR)
salary_text	string/null	Salary as displayed
description_snippet	string/null	Short description (max 500 chars)
description_full	string/null	Full description (detail mode only)
posted_at	string/null	Publication date (ISO 8601)
source_url	string	France Travail listing URL
source_platform	string	Always "francetravail.fr"
search_query	string/null	The search keyword that found this job
scraped_at	string	Scrape timestamp (ISO 8601)

Input Examples

Basic search

{
  "searchQuery": "developpeur",
  "maxResults": 50
}

Multi-query with location

{
  "searchQueries": ["developpeur", "ingenieur", "data scientist"],
  "location": "75",
  "maxResults": 200,
  "maxResultsPerQuery": 100
}

With full details (salary + description)

{
  "searchQueries": ["developpeur python"],
  "includeDetails": true,
  "maxResults": 50
}

Scheduled daily scrape (recommended)

{
  "searchQueries": ["Developpeur"],
  "sortBy": "newest",
  "postedWithinDays": 1,
  "employmentType": "FULL_TIME",
  "maxResults": 100
}

Title filter -- only senior roles

{
  "searchQueries": ["software"],
  "titleFilter": "Développeur, Ingénieur, Engineer",
  "maxResults": 50
}

Sort by newest

{
  "searchQueries": ["ingenieur logiciel"],
  "sortBy": "newest",
  "maxResults": 100
}

Sort by relevance

{
  "searchQueries": ["data scientist"],
  "sortBy": "relevance",
  "maxResults": 50
}

Precision title filter

Returns only French tech jobs whose title contains "développeur" or "ingénieur" (case-insensitive substring match). Non-matching SERP rows are dropped before the detail-fetch step, so you don't pay for job-detail events on jobs you don't want.

{
  "searchQueries": ["informatique", "logiciel"],
  "titleFilter": "développeur, ingénieur",
  "sortBy": "newest",
  "maxResults": 50
}

Example matched titles: "Développeur Full Stack React/Node.js", "Ingénieur Logiciel Embarqué".

Jobs posted in the last week, full-time only

{
  "searchQueries": ["chef de projet"],
  "sortBy": "newest",
  "postedWithinDays": 7,
  "employmentType": "FULL_TIME",
  "maxResults": 100
}

Pricing

Event	Price (USD)	Description
job-start	$0.05	Per actor run
job-serp-result	$0.003	Per job listing from search results (post-filter only)
job-detail-result	$0.008	Per job detail page fetched