France Travail mixes its own offers with ads from partner job sites, each labelled with its origin. Our France Travail scraper keeps that label on every offer it collects.
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API, JSON feed or CSV, XLSX and JSON files
ScheduleOne-time, monthly, weekly, daily or 3 times a day
France Travail pages, filters, fields and a schedule
Built, monitored and repaired by our team
API, JSON feed or CSV, XLSX and JSON files
You define the scope - keywords or job names, departments, regions or communes, contract types, qualification, whether partner offers belong in it - and we turn it into France Travail scraping that runs without you. We build the crawlers, schedule them daily, weekly or on demand, and repair them when the offer page changes. Anti-bot handling, pacing, proxy rotation and rendering are included.
France Travail writes values for people rather than spreadsheets: a salary is a phrase with a period and an amount in euros, experience comes as An(s), and a result card dates an offer by its age, as in Publié aujourd'hui. We convert them into numbers, units and calendar dates and keep the original wording beside each one. Delivery is CSV, XLSX or JSONLines by SFTP, Google Cloud Storage or e-mail, after a free assessment and a sample.
An offer page on candidat.francetravail.fr follows a fixed template, and our crawler reads it rubric by rubric. The key is the Offre n° (offer number): digits and letters, such as 214YWMW, for offers registered with France Travail, digits only for offers relayed from partner sites.
Partner offers fill fewer rubrics - a similar-offers card may read CDI - Non renseigné (not stated) - so each row carries a completeness marker, and empty fields stay empty instead of being guessed.
Coverage is planned on the place types France Travail's search accepts - a commune, an arrondissement, a département (75D in the result address for Paris), a région, an overseas collectivity or the whole country - with a radius around a commune. Combined with Type de contrat, Durée hebdomadaire, Domaine professionnel, Expérience demandée (under a year, one to three years, more than three) and Qualification (Cadre, Non cadre), they cut the national stock into slices small enough to read in full. The Date de création de l'offre filter, from Un jour to Un mois, keeps daily runs incremental, and the browse pages the search home links for every sector and region give a second route to the same offers for completeness checks.
The Afficher uniquement les offres France Travail switch decides whether partner ads such as APEC's are mixed into results. We can collect both streams and label each row, or keep to France Travail's own offers. Runs repeated over the same offer numbers build a history: when an offer was updated, how long it stayed online, how salaries moved by department. Names of recruiters and contacts attached to an offer are personal data, left out by default under GDPR.
France Travail is the French employment service run by the state, known until its renaming as Pôle emploi. Its offres d'emploi (job offers) site, candidat.francetravail.fr, is open to everyone, registered jobseekers or not, and a search starts from one box for Métier, entreprise, mot-clé, n° d'offre (job, company, keyword, offer number) and a Lieu de travail (place of work) field. Results come back in order of relevance, or by date.
Two streams share the result list. Offers that employers file with France Travail follow the full template - contract, working time, salary, profile, qualification. Offres partenaires (partner offers) come from other job sites, carry an Origine de l'offre logo such as APEC, Beetween or Emploi Collectivités, and often leave rubrics unfilled. A dataset has to know which stream every row came from, or its salary and hours statistics quietly lean towards the fuller half.
The site covers metropolitan France and the overseas regions - Guadeloupe, Guyane, Martinique, La Réunion and Mayotte - and groups offers into sectors from Agriculture et élevage to Tourisme. Every offer page links its workplace to a Mappy map and offers a Signaler cette offre button for reporting an ad.
Delivery: CSV, JSON or XLSX files, our API or a JSON feed. MCP server on request.
Full plan detailsThe value of France Travail data is that the same rubrics are filled the same way across the country.
Learn how to use web scraping to solve data problems for your organization
Data scraping is the wide term that includes documents, scans and old screens; web scraping is the part that works on websites. We compare sources, daily work, output and cost drivers, give a briefing checklist and walk through two of our projects.
Leveraging advances in technology, the AI-powered web scraper has skyrocketed in demand and is helping to expand capabilities by automating tedious daily tasks and speeding up data collection from thousands of websites several times over.
Web scraping is a method of obtaining web data by extracting it from pages of web resources with the help of a program, that is, in automatic mode. It is used to syntactically convert web pages into more usable forms.
ScrapeIt collects website data as a managed service - we build the crawlers, keep them running and deliver the result to your storage. National job sites suit that model: the structure is stable, the volume is large, and the work lies in turning French wording - months paid, hours per week, relative dates - into columns an analyst can sort. Field documentation comes with every dataset, and GDPR governs any personal data in it.
Still unsure? Write to info@scrapeit.io
Yes. The ScrapeIt France Travail API serves offer number, title, Type de contrat, salary period and range, Qualification and department as JSON from an endpoint we host, refreshed when you decide. The same rows are available as CSV or XLSX files, as a JSON feed or loaded into your database.
Yes. Offers on candidat.francetravail.fr can be read by anyone, registered with France Travail or not, and every rubric we collect sits on the open offer page. We collect only publicly available data - everything a visitor can see on France Travail - and we collect it legally, with contact persons' names left out.
Yes. The scope is set with France Travail's own place codes - a department, a region, a commune or all of France - and refined by contract type, qualification or sector. A first run captures the current stock of offers, and scheduled runs add new and updated ones, so the database stays current for that area.
If you want them. Partner offers appear in France Travail results with an Origine de l'offre label and a numeric offer number, and often leave rubrics such as working hours as Non renseigné. We tag each row with its origin, so you can keep both streams or keep only France Travail's own offers, as the site's Afficher uniquement les offres France Travail switch does.
All the time - result cards give an age such as Publié aujourd'hui, offer pages an Actualisé le date, and the Date de création de l'offre filter starts at Un jour (one day). Daily runs keep a dataset complete for monitoring and salary work, weekly runs suit market reports. Offers that vanish between runs are marked withdrawn with the date we last saw them.
You share your needs, expectations, and desired timeframe. We'll suggest the best solution based on your request and budget.
Our specialists configure the crawlers and extract a sample dataset for your review before proceeding with the full-scale extraction.
Once you approve the sample, we launch the project and start full data collection. We gather, filter, and structure the data for easy use, delivering it on time in your preferred format.
Our team manages ongoing processes, monitors website changes, and supports all data extraction cycles. We can also help integrate data into your systems or create dashboards to simplify analysis.
Tell us which sites, which fields and how often. A couple of lines is enough to start.
France Travail data from €169/month. Free project assessment, reply within 1 business day.