JobStream — Greenhouse / Lever / Ashby Jobs Feed

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Fresh, normalized, deduplicated, change-tracked job postings pulled straight from the public Greenhouse, Lever, and Ashby APIs — no logins, no HTML scraping, no anti-bot. One clean schema across all three ATSs, with new / modified / expired tracking across runs.

Never bills you for zero results. If a board fails to fetch, JobStream skips it — it cannot report an empty run or charge you for jobs it couldn't load. You pay only for jobs actually delivered.

Features

• One unified schema across all three sources — title, company, parsed location, remote / hybrid, department, employment type, structured compensation, posted & updated timestamps, and a canonical apply URL.
• Deduplicated & change-tracked — every job carries is_new, is_modified, and status (active / expired). Flip on Only changes to pull just the deltas — perfect for daily syncs and "new jobs today" alerts.
• Reliable by design — public JSON endpoints (no anti-bot to break), plus a safeguard that refuses to wipe a board on a truncated/partial response. A failed fetch never expires your data and never produces a billable empty run.
• Bring your own boards, or use the bundled registry of 900+ validated companies (Stripe, Anthropic, Databricks, OpenAI, Spotify, and many more).
• Structured compensation wherever the ATS publishes it.

Input

{
"sources":[
{"ats":"greenhouse","token":"stripe","company":"Stripe"},
{"ats":"lever","token":"spotify","company":"Spotify"},
{"ats":"ashby","token":"openai","company":"OpenAI"}
],
"fetchCompensation":true,
"onlyChanges":false
}

• sources — the boards to pull. Each item is { ats, token, company? }, where ats is greenhouse | lever | ashby and token is the board slug (the X in boards.greenhouse.io/X, jobs.lever.co/X, or jobs.ashbyhq.com/X).
• useBundledRegistry — set true to skip sources and poll the built-in list of 900+ companies. Narrow it with registryAts (one ATS) and registryLimit (cap).
• fetchCompensation, includeDescription, onlyChanges, maxWorkers — see the input editor for the full set of options.

Output

Each dataset item is one normalized job posting:

{
"company":"Ramp",
"title":"Senior Software Engineer",
"location_raw":"New York",
"city":"New York","region":"NY","country":"US",
"remote":false,"workplace_type":"hybrid",
"department":"Engineering","employment_type":"full_time",
"comp_min":211400,"comp_max":290600,"comp_currency":"USD","comp_interval":"year",
"posted_at":"2026-05-11T20:00:11Z","updated_at":"2026-05-11T20:00:11Z",
"apply_url":"https://jobs.ashbyhq.com/ramp/...",
"source_ats":"ashby",
"is_new":true,"is_modified":false,"status":"active"
}

Items also include source_token, source_id, team, a stable dedup_key, and first_seen / last_seen for change tracking.

Who it's for

Niche job boards that need fresh inventory, recruiters and HR-tech tools, labor-market analysts, and AI / RAG pipelines that need clean, current, structured job data.

Pricing

Pay per result — charged per job returned, and never for a run that returns nothing. Use Only changes to pull just new and modified jobs and keep recurring runs lean.