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JobShifu — Daily-observed ATS requisition lifecycle: JobShifu crawls employer applicant-tracking systems directly rather than buying a job feed, so it records the day a requisition first appeared on the employer's own board and re-checks daily whether it is still listed — producing per-posting first_seen / last_seen / not-seen-since dates and relist counts (e.g. 'First seen Jun 29, 2026 · previously listed May 12, 2026 · not seen since 2026-08-12 · relisted 3×'). Coverage ~1,150,000 postings across all direct employer sources, with ~180,000 on boards read whole (Greenhouse, Ashby, iCIMS, Succ…
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Daily-observed ATS requisition lifecycle: JobShifu crawls employer applicant-tracking systems directly rather than buying a job feed, so it records the day a requisition first appeared on the employer's own board and re-checks daily whether it is still listed — producing per-posting first_seen / last_seen / not-seen-since dates and relist counts (e.g. 'First seen Jun 29, 2026 · previously listed May 12, 2026 · not seen since 2026-08-12 · relisted 3×'). Coverage ~1,150,000 postings across all direct employer sources, with ~180,000 on boards read whole (Greenhouse, Ashby, iCIMS, SuccessFactors, Taleo). Derived layer: Kaplan–Meier style posting-survival curves by ATS provider, ATS-verified pay flags, and a posting-lifespan panel (day 7 / 14 / 21 / 27 / 40 survival rates).
Scale ~1From 1 yearsCoverage Industrials · Information Technology
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JobShifu — Daily-observed ATS requisition lifecycle: JobShifu crawls employer applicant-tracking systems directly rather than buying a job feed, so it records the day a requisition first appeared on the employer's own board and re-checks daily whether it is still listed — producing per-posting first_seen / last_seen / not-seen-since dates and relist counts (e.g. 'First seen Jun 29, 2026 · previously listed May 12, 2026 · not seen since 2026-08-12 · relisted 3×'). Coverage ~1,150,000 postings across all direct employer sources, with ~180,000 on boards read whole (Greenhouse, Ashby, iCIMS, Succ…
JobShifu offers (Alternative, Sentiment, Reference) — ~1,150,000 postings tracked across all direct employer sources (stated as 'likely an understatement'), ~180,000 on boards read whole, plus a ~3,770-posting deep cohort of 60-day Greenhouse/Ashby/Lever boards followed to day 42. Daily recheck of that universe implies millions of posting-day observation rows per month..
Vacancy-duration and posting-lifespan modelling by ATS provider, repost/refresh detection for cleaning aggregator data, true hiring-velocity signals from requisition appearance and removal rather than board-displayed dates, job-aggregator freshness labelling, labour-market slack measurement, and ground-truth survival labels for training models that predict req closure or staleness.
The data is with 1 years of history.
Coverage spans US; Human Capital & Employment Services, Application Software; alternative, sentiment, reference; equities.
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