French & France Jobs — WTTJ, HelloWork, France Travail (MCP)

Extract French job offers from three major job boards in one Actor: Welcome to the Jungle (France's biggest tech & startup job board, read through its public Algolia search API — salary ranges, remote policy, experience level, sector), HelloWork (30 offers per page, paginated) and France Travail, the national employment service. No browser, no proxy.

Part of the data franchise series by the same developer: 🇲🇦 Morocco (Avito, Mubawab) • 🇫🇷 France (Paruvendu, Bien'ici, BODACC + SIRENE, and now jobs).

What you get

One JSON row per job offer:

Field	Example
site	welcometothejungle / hellowork / francetravail
title	Data Architecte H/F
company	Ministère des armées - Civils de la Défense
location / city / department	Paris 15e - 75 / Paris 15e / 75
contractType	CDI, CDD, Alternance, Stage, Intérim
workTime	Temps plein / Temps partiel
remote	Télétravail partiel
salary	45 000 - 55 000 € / an (Welcome to the Jungle, HelloWork)
region / country	Ile-de-France / France (Welcome to the Jungle)
experienceLevel	7 an(s)+ (Welcome to the Jungle)
publishedAgo / publishedAt	il y a 2 jours / 2026-10-05T15:00:00+02:00
recruiterBadge	true (HelloWork super recruiter)
description	offer snippet (France Travail)
url	direct link to the offer

How to use

1. Set keywords (data engineer, plombier, comptable) and a location (Paris, 75015, 75, Lyon).
2. Choose the job boards — all three are enabled by default (Welcome to the Jungle gives the richest fields: salary, remote policy, experience level).
3. Set max pages (HelloWork) and max offers, press Start.

Advanced: paste your own search URLs (any HelloWork or France Travail search page) — the Actor detects the site automatically.

Use cases

• 📊 Labour-market analysis: hiring volumes by city, contract type or sector
• 🎯 Recruiters & staffing agencies: fresh offer feeds per keyword
• 🏢 Sales & SaaS: companies currently hiring (expansion signals)
• 🤖 Job aggregators and AI pipelines needing structured French job data

Use from AI agents (MCP)

This Actor is exposed as a tool through Apify's MCP server — any MCP client (Claude, Cursor, VS Code / Copilot, Codex, custom agents) can discover and run it without writing code:

{
  "mcpServers": {
    "apify": { "url": "https://mcp.apify.com?tools=amygraphics/france-jobs-scraper" }
  }
}

Then just ask: "Use amygraphics/france-jobs-scraper to get me this data." Agents can also pay autonomously — this Actor is whitelisted for agentic payments (Direct x402 / Apify AGI prepaid token), so no Apify account is required.

Pricing

Pay-per-event: one job-extracted charge per successfully extracted offer, plus a tiny apify-actor-start fee per run. Failed pages are never charged, and the Actor stops cleanly when your spending limit is reached.

Notes & limits

• HelloWork: paginated, 30 offers per page (set maxPages for depth).
• France Travail: up to 20 offers per search URL — combine several keywords for wider coverage.
• Only publicly listed offers are read.

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🇫🇷 En français

Extrayez des offres d'emploi françaises depuis HelloWork (30 offres par page, paginé) et France Travail en un seul Actor : intitulé, entreprise, ville, département, type de contrat (CDI, CDD, alternance, stage, intérim), temps de travail, télétravail, date de publication, extrait de description et lien direct.

Renseignez des mots-clés et une localisation (ville, code postal ou département), choisissez les job boards, lancez — export JSON/CSV/Excel immédiat. Tarification à l'offre extraite (job-extracted) ; les pages en échec ne sont jamais facturées.

Fait partie de la série data franchise du même développeur : 🇲🇦 Maroc (Avito, Mubawab) • 🇫🇷 France (Paruvendu, Bien'ici, BODACC + SIRENE, Emploi).

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Agents IA (MCP)

Cet Actor est exposé comme outil du serveur MCP d'Apify — branchez https://mcp.apify.com?tools=amygraphics/france-jobs-scraper dans Claude, Cursor, VS Code ou Codex, puis demandez vos données en langage naturel. Les agents peuvent payer seuls (x402 / AGI) : l'Actor est whitelisted pour les paiements agentiques.