Data Infra · 03
The largest continuously verified job posting dataset in the market: 3.6M live records across 71,000+ employer sources, re-confirmed against the employer’s own careers site every 48 hours. Hiring data straight from the employer, without the ghost jobs.
Accurate · Reliable · Source‑backed
What's inside
Open roles by company, ticker-linked, confirmed live against the employer’s own source.
17.8M postings retained, including closed ones, with the date each one died.
Which organizations are scaling: AI, sales, infrastructure, and where.
Acceleration, slowdowns and freezes, visible before they reach a press release.
The data, not a description of it
Every posting ships with the fields to verify it without trusting us: the employer’s own listing, and the timestamps of every liveness check.
Bargo Verification Layer · Accurate · Reliable · Source‑backed
A role appears on a company’s careers site. Here is what happens to that record before it counts as a hiring record:
Postings come from 71,000+ employer sources and must resolve to a real company and ticker, not a staffing agency mirror.
A record only stays live if the employer’s own page still serves it. 75%+ of live records are re-checked inside every 48 hours.
Hiring acceleration, freezes and team-mix shifts are arithmetic on confirmed-live records, never an impression.
Only then does the posting count, carrying its receipts: the employer’s URL, the liveness timestamps, the resolution. Extraction is commoditized; continuous verification at this scale is the product. See the full Verification Layer →
Access
Hiring questions with receipts: who is scaling, what teams, and whether it is real.
Wire it into Claude, Cursor or your own agents, or pull straight into pandas.
Live postings, history and momentum as clean endpoints, ticker and CIK on every row.
Who runs on it
Team-level scaling and quiet freezes, visible in verified postings before they reach guidance.
Check whether a company claiming an AI pivot is actually hiring one, function by function.
Hiring momentum without ghost jobs polluting the feature, snapshot-stable and joinable on ticker.
Coverage & delivery
| Coverage | 71,000+ employer sources tracked, resolved to tickers and CIKs. 3.6M records currently live. |
| Latency | 75%+ of live records re-confirmed against the employer’s own source inside every 48 hours. |
| History | 17.8M postings captured and retained, including closed postings with closure dates. |
| Formats | JSON over API, CSV / Parquet snapshots, digest-stamped. |
| Identifiers | Employer resolved to ticker and CIK on every row, for day-one joins. |
| Verification | Every row carries its source and its checks. Corrections are versioned, snapshots digest-stamped. How the Verification Layer works → |