Job Postings Dataset: 320k+ Open Jobs, Updated Daily
Pricing
from $0.96 / 1,000 jobs
320,000+ open jobs from 10,000+ company career sites (Greenhouse, Lever, Ashby), updated daily with first-seen and closed dates. Bulk export or daily new/closed delta. $1.20 per 1,000 jobs.
Initial release: snapshot, new, and changes (stateful daily delta) modes over 328k open jobs from 11k company career sites (Greenhouse, Lever, Ashby), served from the public hiring store (no scraping, no proxy). Filters, flat CSV/Excel-ready rows, status and summary rows.
2026-11-09: Store listing unblocked: icon uploaded, listing fields pass listing_ready, and the 20-input battery passes 19/20 (95%).
2026-11-09: locations filter expands region words (EMEA, APAC, LATAM, DACH, Nordics, Benelux, Europe, North America) to common store location strings (e.g. EMEA matches "Europe", "London", "Berlin, Germany", "Remote - EU").
0.1 (2026-11-09): EMEA alias gap, one-way country abbreviations and role-family taxonomy drift returned 0 rows for the failing Linear EMEA battery input shape (companies=["linear"], locations=["EMEA"], roleFamilies=["Engineering"]) and related filters: EMEA missed live EU/Middle East/Africa postings, countries=["United Kingdom"]/["United States"] missed UK/US locations, and roleFamilies=["Data/Analytics"] missed Engineering - Data; expanded EMEA terms, made country aliases bidirectional and matched role families by substring with a Data alias, with live 2026-11-09 fixtures proving the battery inputs return rows.
0.1 (2026-11-09): Snapshot/new runs with 0 matching rows (no shard failures) no longer call Actor.fail; they exit SUCCEEDED with a clear status message and status/summary rows, so legitimate empty-filter results don't inflate platform fail rate.
0.1 (2026-11-09): Fixed runs that ended FAILED after producing ok: 0 rows - no jobs match these filters (e.g. Linear EMEA Engineering battery/canary inputs): zero-match snapshot/new paths now return early with Actor.exit (and only no-data shard failures call Actor.fail), with refreshed 2026-11-09 fixtures/tests covering the failing input shape.
0.1 (2026-11-10): Fixed the roleFamily/seniority labels: the store's precomputed classifier matched the bare "AI" in "AI Trainer" recruitment postings, dumping Accountants, IP Analysts, Lawyers and Designers into Engineering - ML/AI. The Actor now re-derives both labels locally from the title (recruitment noise stripped, department as fallback) before filtering and output; Architect is Engineering - Backend/Fullstack/Lead/Principal, not Intern.
0.1 (2026-11-10): Second classifier pass on the same review: VP, Head of, Director and Chief titles now count as Lead/Principal (were Mid), only "entry level" phrases count as Junior ("Market Entry Specialist" was Junior), and a bare "market" no longer drags "Market Analyst" into Marketing (now Data/Analytics); "System Operations Engineer" is Engineering - Infrastructure. README documents the exact labelling rules.
0.1 (2026-11-10): Added outputFormat: "sheets_flat" (fixed flat column order, flat values only, no nested JSON) and cursor: "auto" (append-only delta keyed by the input hash in the monitor store: only rows not delivered before are returned and billed, a quiet day returns 0 rows / $0 / SUCCEEDED). README documents the spreadsheet schedule recipe with a real output row.
0.1 (2026-11-11): Added stable id and normalized countryCode fields; countries filters now also match by normalized country code. Role-family filtering is guarded against title mismatches so Engineering queries exclude Accountant/Auditor roles. Run status/summary metadata is stored in the monitor key-value store (STATUS/SUMMARY) instead of the default dataset, so default exports contain job rows only.
0.1 (2026-11-11): Added company hiring-state signal (companyState: hiring_freeze/rehire/active) derived from daily open/closed deltas, with stateSince, priorOpenCount, openNow, evidenceDays, confidence and asOf; emitted only after >=2 consecutive collection days.
0.1 (2026-11-11): Added newlyHiringCompanies output mode (optional newlyHiringWithinDays, default 7) returning one company row per firm with >=1 role first seen in the window: openRoleCount, topRoleTitles, locations, salaryCoveragePct, dataAsOf, sampleSize and newRoleEvidence (firstSeen per role), computed from daily open/closed shards.
0.1 (2026-11-12): Default fresh-first: postedWithinDays defaults to 30; evergreen postings (generalApplication or posted 180+ days) are excluded by default with counts disclosed (evergreenRows/excludedEvergreenRows); rows deduped before billing and _status rows are never billed; stable ids retained.
0.1 (2026-11-12): Added job description to every exported row (from source description/descriptionText/descriptionPlain when present, else null) in default rows and sheets_flat output, with fixture-backed tests covering snapshot and changes rows.
0.1 (2026-11-13): Added search keyword filter: matches jobs where all search words appear in the title, description, company or department (case-insensitive), with README example and tests.
0.1 (2026-11-13): Added titleContains (any-of include) and excludeTitleKeywords (exclude) title/description keyword filters, with input schema, README example, and tests covering snapshot, sheets_flat, cursor=auto, and changes.
0.1 (2026-11-13): Added minSalary and maxSalary numeric filters (inclusive overlap against posted salaryMin/salaryMax, excluding rows without salary), with input schema, README example, and tests covering overlap, missing bounds, and sheets_flat/cursor/changes output.
0.1 (2026-11-13): Added daysOpen on job rows (firstSeen to closedOn) for closed results, null for open rows and when tracking started at/after firstSeen (openSinceBeforeTracking). Days-open exposed in default/sheets output and dataset view; closed changes fixture rows carry daysOpen with closedOn, and recency/evergreen filters remain configurable and affect counts as documented.
0.1 (2026-11-13): Agent-ready input defaults: minSalary/maxSalary default 0 (no bound), search default "", and cursor default "" with an explicit Off option, so agents sending {} get the same full snapshot.
0.1 (2026-11-14): Provable bulk/change story verified end to end: job rows carry changeType/evergreen/daysOpen/dataAsOf and flat sheets_flat columns, evergreen (180d+ or talent-pool) excluded and counted by default, STATUS/SUMMARY report historyDays/trackingCoverage/coverage from the store META/INDEX, and README counts/date aligned to the META/INDEX snapshot (no overstated history claims), with a fixture-backed test that export rows match index coverage.
2026-11-14: Added output=events daily delta mode returning new/changed/closed job events with asOf, source board/ATS and salary/location diffs; stable event_id and no-change SUCCEEDED semantics.
0.1 (2026-11-14): Cut default maxItems from 1000 to 100 (Try $2.00 -> $0.20) and kept status/summary metadata in run KV only (STATUS/SUMMARY), so the dataset stays job rows only with no _status/summary preview rows. Added fixture-backed tests for default cap and job-only output/billing bounds.
0.1 (2026-11-15): README rewritten as a buyer-facing sales page: clearer first screen (who it's for, what you get, real output, price per 1,000), plain reliability statement, and removed internal test-log terminology while keeping snapshot/history/coverage facts aligned to the data.
0.1 (2026-11-15): Default snapshot orders newest first (postedAt, then firstSeen), maps US state, Canadian province and UK nation locations to countryCode, and falls back to the board display name when company is a raw UUID.
0.1 (2026-11-16): Added excludeCompanies (string list) to drop jobs whose company name or board token matches a listed value (case-insensitive), applied before companies include so excluded jobs are never returned.
