Reuse open data while preserving its context
Select a dataset, examine its licence, period and coverage, document transformations and provide useful attribution.
Read the practical method →France Travail · API Marché du travail
Local data on jobseekers, vacancies, hires, recruitment pressure, salaries and labour-market trends.
Resource identity and purpose checked against the source on . This check does not verify all service conditions or individual data records.
Use this resource for a specific task.
Data and artificial intelligence · France
Open the original resourceWhen it helps
Contextualise recruitment needs using labour-market indicators.
How to start
Choose a territorial question and period before selecting indicators. Retain their definitions, then prepare access arrangements and occupation mapping in your application.
Limits to keep in mind
A territorial statistic does not predict an individual’s hiring prospects.
Check before using
Three points to record with the decision.
- 01
Territory, period and indicator definition.
- 02
Access arrangements in current documentation.
- 03
Comparability across occupations and periods.
A method and complementary resources.
Source and verification
France Travail · API Marché du travail — primary source. Link checked . The checklist is editorial guidance; link availability does not guarantee completeness or suitability.
Read the editorial method · Report a correction with its source