France Travail Jobs Scraper ($0.50/1K)

What is France Travail Jobs Scraper?

France Travail Jobs Scraper scrapes job postings (offres d'emploi) from France Travail (candidat.francetravail.fr), the French public employment service (ex Pôle emploi) with roughly 750,000 current offers, including offers from partner boards such as HelloWork, Meteojob and Cadremploi. Search by keyword, city, radius and publication date and get clean, flat job data as JSON, CSV, Excel, XML or HTML: title, employer, city, contract type (CDI, CDD, alternance, stage), salary when published and a link to the job. Prefilled example: 20 vendeur jobs in Lyon, ready in seconds. Costs $0.50 per 1,000 jobs. Add-on: the full job text, salary, ROME occupation, experience, training and skills for $1.00 per 1,000.

• 🔎 Search like on the site: keyword, city, department or region + radius, contract type, posted in the last N days
• ⚡ Fast and cheap: no browser, no proxy needed, over 1,000 jobs in a few seconds
• 📚 Full details on demand: switch on Full details for the complete text, salary and ROME occupation
• 🧩 One job schema for several countries: same field names as our other job scrapers (FR, NL, BE, DE)
• 🔌 Connect anywhere: API, schedules, webhooks, Google Sheets, Make, Zapier, MCP / AI agents

What data can I extract from France Travail?

🆔 Stable job ID and URL	📝 Title and employer
📍 City, region	🌍 Latitude and longitude (with the add-on)
📅 Publication date	🕒 Contract type (CDI, CDD, alternance, stage...)
💶 Salary range and period (when published)	🏠 Remote / on-site / hybrid
🏢 Employer and origin (France Travail or partner board)	🧾 Short description
🧪 ROME occupation, experience, training (add-on)	⏱️ Working hours and contract duration (add-on)

Fields the site does not publish stay null (see the FAQ). Every item has the same keys, so exports line up.

How do I scrape France Travail jobs?

1. Create a free Apify account and open this Actor.
2. Enter a Keyword (for example vendeur) and optionally a Location and Radius.
3. Set Max jobs, and Posted in the last N days if you only want fresh jobs.
4. Optionally switch on Full details to include the full job text, salary, ROME occupation, experience, training and skills.
5. Click Start, then download the jobs from the Output tab as JSON, CSV, Excel, XML or HTML.

How much does it cost to scrape France Travail jobs?

You pay per job that ends up in your dataset: $0.50 per 1,000 jobs, no subscription. The monthly credit of Apify's Free plan ($5) covers around 10,000 jobs without add-ons. Paid plans get volume discounts.

• Add-on: Full details, $1.00 per 1,000 jobs (off by default). Adds the complete job description, the salary (parsed into min, max and period, and as the original text), the ROME occupation code, experience and training asked, skills, working hours, company website and last-modified date. One extra request per job. Charged only for jobs that were actually enriched.
• Failed runs and empty searches cost nothing; you can cap spending with Maximum cost per run in the run options.

See the Pricing tab for the current prices.

⬇️ Input

Field	Description
Keyword (keyword)	Job title or search term, French or English. Empty = all jobs
Location (location)	French city (Lyon), postcode (69003), department number (69) or region (Occitanie). Empty = all of France (then a keyword is required)
Radius (km) (radius_km)	Search radius around the location
Posted in the last N days (posted_since_days)	Only fresh jobs
Contract types (ft_contract_types)	CDI, CDD, intérim, saisonnier, apprentissage, professionnalisation
Partner offers (ft_partner_offers)	Include offers from partner boards (default yes)
Max jobs (limit)	Stop after this many jobs
Full details (includeDetails)	Paid add-on: the full job text, salary, ROME occupation, experience, training and skills
Proxy (proxyConfiguration)	Not needed for France Travail

{
    "keyword": "vendeur",
    "location": "Lyon",
    "radius_km": 25,
    "posted_since_days": 7,
    "limit": 20,
    "includeDetails": false
}

Enter a keyword, a location, or both: France Travail does not list all jobs without one of them. A city or postcode is turned into the official commune code, so Lyon, 69003 and Paris 15 work; the radius is 0-100 km (the site's own default is 10 km).

France Travail shows at most 1,150 jobs per search, newest first. For more, split the search by city, contract type or keyword.

⬆️ Output

Jobs are stored in the default dataset, newest first. View them as a table in the Output tab or export JSON, CSV, Excel, XML or HTML.

Job from the search results

{
    "id": "francetravail:215WDXY",
    "source": "francetravail",
    "url": "https://candidat.francetravail.fr/offres/recherche/detail/215WDXY",
    "title": "Boulanger-pâtissier / Boulangère-pâtissière (H/F)",
    "company": "LE 9EME PAIN",
    "company_url": null,
    "location": "LYON 09",
    "city": "LYON 09",
    "postcode": null,
    "region": null,
    "department": "69",
    "country": "FR",
    "lat": null,
    "lon": null,
    "remote": null,
    "posted_at": "2026-10-30",
    "valid_through": null,
    "employment_type": [
        "CDD",
        "Temps plein"
    ],
    "contract_type": "fixed_term",
    "contract_duration_months": null,
    "hours_per_week_min": null,
    "hours_per_week_max": null,
    "salary_min": null,
    "salary_max": null,
    "salary_currency": null,
    "salary_period": null,
    "salary_text": null,
    "education_level": null,
    "experience": null,
    "category": null,
    "rome_code": null,
    "sector": null,
    "skills": [],
    "origin": "France Travail",
    "description": "Le 9ème Pain, boulangerie à Lyon 9 recrute un(e) boulanger(e) - pâtissier(e) dans le cadre d'un remplacement congé maternité les horaires : 6h00 -14h00, du lundi au vendredi. CDD de 4 mois ...",
    "apply_url": null,
    "modified_at": null,
    "scraped_at": "2026-11-01T11:04:58Z"
}

The same kind of job with the Full details add-on

{
    "id": "francetravail:215WDXY",
    "source": "francetravail",
    "url": "https://candidat.francetravail.fr/offres/recherche/detail/215WDXY",
    "title": "Boulanger-pâtissier / Boulangère-pâtissière (H/F)",
    "company": "LE 9EME PAIN",
    "company_url": null,
    "location": "LYON 09",
    "city": "LYON 09",
    "postcode": null,
    "region": null,
    "department": "69",
    "country": "FR",
    "lat": null,
    "lon": null,
    "remote": null,
    "posted_at": "2026-10-30",
    "valid_through": null,
    "employment_type": [
        "CDD",
        "Temps plein"
    ],
    "contract_type": "fixed_term",
    "contract_duration_months": 4,
    "hours_per_week_min": 35.0,
    "hours_per_week_max": 35.0,
    "salary_min": 2000.0,
    "salary_max": 2400.0,
    "salary_currency": "EUR",
    "salary_period": "month",
    "salary_text": "Mensuel de 2000.0 Euros à 2400.0 Euros",
    "education_level": "CAP, BEP et équivalents Spécialisation pâtisserie / CAP, BEP et équivalents - BOULANGERIE",
    "experience": "1 An(s)",
    "category": "Boulanger-pâtissier / Boulangère-pâtissière",
    "rome_code": "D1102",
    "sector": "Boulangerie et boulangerie-pâtisserie",
    "skills": [
        "Cuire des pièces de viennoiserie",
        "Caractéristiques des farines levure, additifs"
    ],
    "origin": "France Travail",
    "description": "Le 9ème Pain, boulangerie à Lyon 9 recrute un(e) boulanger(e) - pâtissier(e) dans le cadre d'un remplacement congé maternité les horaires : 6h00 -14h00, du lundi au vendredi. \nCDD de 4 mois  Démarrage en janvier. Le salaire sera en fonction de l'expérience.",
    "apply_url": null,
    "modified_at": "2026-10-30",
    "scraped_at": "2026-11-01T11:04:58Z"
}

What can I do with France Travail job data?

• 📈 Labour market research: track hiring demand per profession, contract type (CDI, alternance, stage) or region over time with scheduled runs
• 🎯 Recruitment and lead generation: find employers that are hiring in your field and who hires most
• 🔔 Job alerts and aggregators: feed fresh offres d'emploi into your own site, newsletter or Slack
• 🧠 AI and analytics: use job texts for skills extraction, salary models or LLM pipelines

Tips for best results

• Use Contract types (for example apprentissage for alternance) instead of putting those words in the keyword.
• Offers from partner boards (about 80% of the list) are marked in origin; switch off Partner offers to get only France Travail's own offers.
• Leave Full details off for monitoring and counting; switch it on when you need the text, the salary or the ROME occupation.
• Because one job can appear on France Travail and on a partner board, use the title + company + city to dedupe against other sources.
• For a daily feed, schedule a run with Posted in the last N days = 1 and a high Max jobs.
• Results from the same search are deduplicated by job ID.

Frequently asked questions

Can I use France Travail Jobs Scraper with the Apify API?

Yes. Every run has a dataset you can read through the Apify API. Python:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("carabain-digital/francetravail-jobs").call(run_input={
    "keyword": "vendeur",
    "location": "Lyon",
    "posted_since_days": 7,
    "limit": 100,
})
for job in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(job["posted_at"], job["title"], "-", job["company"])

JavaScript:

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_APIFY_TOKEN>' });
const run = await client.actor('carabain-digital/francetravail-jobs').call({
    keyword: 'vendeur',
    location: 'Lyon',
    posted_since_days: 7,
    limit: 100,
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items.length, 'jobs');

Can I use France Travail Jobs Scraper through an MCP server or with AI agents?

Yes. Add it to an AI agent through the Apify MCP server (https://mcp.apify.com?tools=carabain-digital/francetravail-jobs), or let the agent find it with search-actors and run it with call-actor. A small search (limit 20) finishes in seconds, and the dataset items are flat and small, so agents can read them with get-dataset-items. Example prompt: "Use France Travail Jobs Scraper to find the 20 newest vendeur jobs in Lyon and summarise the employers and contract types."

Can I integrate France Travail data with other apps?

Yes: Google Sheets, Slack, Make, Zapier, n8n, Airtable or your own webhook, through Apify integrations and webhooks. Schedule runs to keep the data fresh.

Why is a field empty?

The search results only carry title, employer, place, contract, working time, a 200-character snippet and the day of publication. Salary, ROME code, experience, training, skills, company website and the full text come with the Full details add-on, and only when the employer entered them (a salary for roughly 70% of the detailed jobs). France Travail does not publish coordinates, postcode, closing date or remote policy, so lat, lon, postcode, valid_through and remote are always null. Around 15% of offers are anonymous (company null).

Is the publication date exact?

It is the day, not the time. France Travail only shows "Publié aujourd'hui", "hier" or "il y a N jours" in the list, so posted_at is a date (Paris time). For offers older than 30 days the site shows "plus de 30 jours" and posted_at is that lower bound.

Why do I get at most 1,150 jobs?

France Travail itself caps every search at 1,150 results. Split the search per city, per contract type or per keyword to collect more.

Is it legal to scrape France Travail?

The Actor only collects publicly visible job postings, the same data anyone can see on candidat.francetravail.fr. Job postings can contain personal data (for example a contact person), and rules such as GDPR may apply to how you store and use it. Check your use case with a lawyer. More background: Is web scraping legal?

France Travail Jobs Scraper not working? Feedback

Open an issue on the Issues tab of this Actor with the run link and we will look at it. Feature ideas are welcome there too.

Other scrapers by us

Actor	Covers
France Jobs Scraper	Welcome to the Jungle and France Travail in one run, merged and deduplicated
Welcome to the Jungle Jobs Scraper	France: welcometothejungle.com, employer-brand job board
Arbeitsagentur Jobs Scraper	Germany: Bundesagentur für Arbeit Jobbörse
StepStone Jobs Scraper	Germany: stepstone.de
VDAB Jobs Scraper	Belgium (Flanders): VDAB
Jobbird Jobs Scraper	Netherlands, Belgium, Germany: Jobbird job aggregator

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