Jobs
Jobijoba scraping
Jobijoba aggregates adverts from a multitude of sites and names the source of each. One pass gives a broad view, provided you deduplicate afterwards.
Data we extract
- Job title and occupation
- Originating site
- Company and location
- Contract type
- Salary where carried over
- First publication date
Example use cases
- Broad market view in a single pass
- Spotting the most active sites
- Analysing how an advert spreads
- Cross-source deduplication
Framework & ethics
We work with publicly accessible data, at a controlled pace so as not to disturb the sites we consult. Defining the uses is your responsibility, and we advise you on it.
Other sites we collect
Indeed
Jobs
Indeed aggregates millions of job adverts, many of them republished from elsewhere.
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, structure.
HelloWork
Jobs
HelloWork, formed from the RegionsJob sites, covers employment region by region as much as nationally, and that geographic granularity is what makes it useful.
Glassdoor
Jobs
Glassdoor gathers employee reviews, self-reported salaries and job adverts on a single company page.
Cadremploi
Jobs
Cadremploi targets executives and experienced profiles, with Apec as its main point of comparison.
Monster
Jobs
Monster covers employment in France and several other countries, which allows the same occupation to be compared across markets.
Every site in the same sector: Job listing scraping
Need data from this site?
Tell us about your project: sources, fields, volume and frequency. We'll come back with a clear proposal.