Source
Records originate from company career pages and supported applicant tracking systems. Flan does not treat third-party job-board reposts as the authoritative source.
Data methodology
What a verified job record means at Flan.
Flan makes source and freshness context visible so a current index state is not mistaken for a guarantee. Counts and availability change as company sources are checked.
Normalize
Source fields are converted into a consistent search model for titles, companies, locations, work modes, occupations, employment types, and salary when the source provides it.
Verify
When last_verified_at is present, it records the latest successful active-status check. It is not the employer's publication date, and a role can close after that check.
Boundaries
Read timestamps as evidence, not promises.
last_verified_at describes Flan's latest successful check. It does not replace an employer-provided posting date or application deadline. Missing timestamps are left missing rather than inferred from discovery time.
Application availability depends on the current source and the record's can_apply state. Always review the job detail and employer destination before relying on a listing.
Incorrect or closed records can be reported for review. Flan does not publish a fixed crawl interval because source behavior and verification schedules vary.