This repo holds a 100-row sample. The full dataset is for sale ($149).
Buy the full dataset at https://graunt.com/listings/adf71999-6389-4448-9270-4e9bacf33a4d . Request access here to see the sample files.
The full dataset (346,642 rows) is sold at https://graunt.com/listings/adf71999-6389-4448-9270-4e9bacf33a4d for $149. This repo holds only a 100-row sample per table, under the Brick and Mortar data licence.
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US Job Postings, Structured: 74.6k Postings Across 30 Sectors and 21 Metros, with Pay and 81 Extracted Requirements
Buy the full dataset ($149): https://graunt.com/listings/adf71999-6389-4448-9270-4e9bacf33a4d
74,634 active US job postings (Sep 17 to Oct 17, 2026) from 30 sectors in 21 metros across all four Census regions, as structured fields: title, employer, location, posted date, job type, remote flag, pay range and interval, annualized pay. Plus 260,342 extracted requirement flags (81 credentials, licences, physical demands, schedules) per posting and their share by sector x region.
We ran 1,865 searches (30 sectors x 21 US metros, a fixed set of sector job titles) on Indeed and a handful of company applicant-tracking boards (Greenhouse, Lever, Ashby) between 2026-09-17 and 2026-10-17, and kept one row per distinct posting. 55,718 postings carry a stated pay range. We read each posting's full text once, locally, against 81 requirement patterns (bar admission, CDL, lifting 50 lb, night shift, background check, bilingual, and so on), and ship only the resulting flags, never the text. The requirement_share table answers questions like: what share of warehouse postings in the South require a forklift certificate, against the West? One finding we measured: requirements barely change by region; pay does (the West pays above the sector median in 29 of 30 sectors).
- Rows in the full dataset: 346,642
- Sources: Public job postings on Indeed, Greenhouse, Lever and Ashby job boards, collected 2026-09-17 to 2026-10-17 with python-jobspy and the boards' public APIs.
- Excluded: No posting description text (only our extracted flags). No recruiter or contact names, emails or phone numbers. Craigslist job posts (which can be posted by private individuals) are left out.
- This repo: a 100-row sample of each table (
sample/) and the full schema (SCHEMA.md). The full files are not here.
Seller: Brick and Mortar AI LLC, Saint Paul MN, https://brickandmortar.dev, aidan@brickandmortar.dev.
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