390,000+ Tech Job Postings with Parsed Salaries — Monthly Snapshot

What you get

• 390,000+ job postings from 6,500+ company boards across Greenhouse, Lever, Ashby, Workable and SmartRecruiters
• Structured salary fields: parsed min/max, currency, period — the field most competitors are missing
• Seniority level, remote policy and extracted tech-stack tags on every posting
• Full data dictionary, datasheet (sources, method, known limitations) and license included
• Per-record provenance: source URL + collection timestamp on every row

Sample preview

First 50 rows of the real free-sample file — the identical schema you get in every package. Click a column to sort, or filter across all rows.

Data dictionary summary

Key fields — the full data dictionary ships with every purchase.

Coverage statistics

Records

394,300

Companies

6,295

Countries

65

Fields

23

Time coverage

2020-01-01 – 2026-08-01

Largest package

797.1 MB

Available packages

Real contents of the current builds — row counts, sizes and checksums come from the packaging manifest, not estimates.

Built from the 2026-08 full run: 390k+ active postings / 6.4k+ company boards across 5 ATS platforms (see pipelines/jobs).

Free Open Data — full downloads

This dataset is part of the DataForge Open Data program: the upstream license (CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required) — commercial use requires a DataForge commercial license) permits free redistribution, so the complete packages below are free — no signup. Please cite DataForge (data.zalize.com) with a backlink when you use or share this data.

License: CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required) — commercial use requires a DataForge commercial license · Attribution: DataForge (data.zalize.com)

Full package inventory

Every package registered in the delivery catalog for this dataset — 7 packages, 1.6 GB total , 2,026,228 rows. Sizes, row counts and SHA-256 checksums come straight from the packaging pipeline.

How to get this data

All packages are hosted on the Hugging Face Hub: free/open packages live in a public dataset repo (direct downloads, no signup); paid or restricted editions are delivered from a private repo with token access after approval.

# Download the whole dataset repo (hf CLI — pip install -U huggingface_hub)
hf download zalizedata/tech-job-postings-salary-dataset --repo-type dataset --local-dir tech-job-postings-salary-dataset

Protocol access (hf://, resolve links, token auth for private repos) is documented in the developer docs →

Pricing

Full-text edition available to qualified buyers on request — contact us.

AI-training use requires the AI-Training tier (1.5× base); redistribution licensing is quoted individually. Annual subscriptions get 2 months free. License details →

Update frequency & delivery

• Refreshed monthly: full re-crawl of all covered ATS endpoints in the first week of each month
• Subscriptions receive each new monthly snapshot automatically via download link
• Delisted postings are retained in historical snapshots for time-series analysis

Compliance & provenance

Collected only from publicly accessible pages and endpoints — no login-required data, no CAPTCHA solving, no forged authentication. Collection is rate-limited with an identified User-Agent, and collection logs are retained. PII is removed or pseudonymized. Every record carries its source URL and collection timestamp. Sold under a tiered commercial license.

FAQ