All sectors
Job listing scraping
Job adverts, titles, companies and locations, to observe a labour market or feed your own aggregator.
The sites we cover 8 sites
Indeed
Jobs
Indeed aggregates millions of job postings.
France Travail
Jobs
France Travail, formerly Pôle emploi, publishes the country's broadest base of job adverts across every sector.
Apec
Jobs
Apec publishes adverts aimed at executives, with unusual detail on salary ranges.
Welcome to the Jungle
Jobs
Welcome to the Jungle documents companies as much as their openings: headcount, roles, organisation.
HelloWork
Jobs
HelloWork, formed from the RegionsJob sites, covers employment region by region as much as nationally.
Glassdoor
Jobs
Glassdoor gathers employee reviews, self-reported salaries and job adverts on a single company page.
leboncoin
Classifieds
leboncoin gathers millions of listings between individuals and professionals, from housing to cars.
ParuVendu
Classifieds
ParuVendu covers property, cars and jobs on one site, often carrying listings the larger platforms do not.
This list is in no way exhaustive: we build custom collection on any site in the sector.Get in touch
Data we extract
- Job title and company
- Location and contract type
- Salary range (when listed)
- Description and required skills
- Posting date
- Posting URL
- Job title and ROME code
- Contract type and duration
- Company and sector
- Location and employment area
Example use cases
- Labour-market monitoring
- Skills-demand analysis
- Salary benchmarking
- Sourcing and recruitment
- Monitoring an employment area
- Analysing recruitment pressure
- Feeding an aggregator
- Studies on in-demand skills
Other sectors
Real estate
8 sites
Listings, prices, floor areas and location across the main French property portals, from market monitoring to seller lead generation.
Automotive
8 sites
Vehicle listings, prices, mileage and specifications, to follow a local or national market and spot opportunities.
E-commerce
8 sites
Prices, catalogues, availability and product reviews, for price monitoring and competitive tracking.
Travel & stays
8 sites
Properties, rates, availability and traveller reviews, for price monitoring and analysis of a tourism market.
Local data
8 sites
Businesses, contact details, opening hours and reviews, to build or enrich a company database by geographic area.
B2B & professionals
8 sites
Public professional data — companies, activities and locations — for prospecting and market analysis.
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