France Travail Scraper: France's Public Employment Service, 22 Fields

Scrape job listings from France Travail (formerly Pôle Emploi), France's official public employment service. Returns 22 fields per job: title, company, location, country, employment_type, contract type (CDI / CDD / Interim / Stage), salary_min, salary_max, salary_text, remote_option, full description, posted_at, expires_at, source_url, apply_url, top_listing flag and company_url. Covers all 13 French regions including Paris, Lyon, Marseille, Toulouse, Bordeaux and overseas departments.

What you can scrape

• Listing core: title, company, location, country (FR + DOM-TOM), posted_at, expires_at
• French contract types: CDI (permanent), CDD (fixed-term), Interim, Stage (internship), Apprentissage
• Salary intel: salary_min, salary_max, salary_text (often a range in EUR/year or EUR/month)
• Full content: description_snippet, description_full, remote_option
• Trust signals: top_listing flag, job_status, source_url, apply_url

Primary use cases

• France-wide hiring intelligence. Pull every CDI posting from a region weekly to track French labor market activity
• Apprenticeship sourcing. Filter Apprentissage and Stage to build pipelines for France's strong apprenticeship system
• Government data backfill. France Travail is the official source; use it to validate private-job-board data from Indeed and Welcome to the Jungle
• CDI vs CDD trends. Aggregate contract type by region to study permanent-vs-fixed-term employment patterns

API example

# Start a run via the Apify API
curl -X POST "https://api.apify.com/v2/acts/santamaria-automations~france-travail-scraper/runs?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "searchQuery": "développeur",
    "maxResults": 100,
    "includeDetails": true
  }'

# Or use with AI agents via MCP:
# https://mcp.apify.com?tools=santamaria-automations/france-travail-scraper

Integrations

• n8n, Make, Zapier: trigger runs and process job records via webhook
• AI Agents (MCP): Claude Desktop, Cursor, VS Code, LangChain, LlamaIndex
• Python, Node.js: Apify SDK for programmatic access
• Google Sheets, Airtable: queries in, structured jobs out

Output fields

Related Actors

• Welcome to the Jungle Scraper: modern French job board with rich employer branding data
• Indeed Scraper: Indeed France for private-sector cross-source coverage