Hiring Signals — Company Tech Adoption, Team Building, Geo Expansion & Leadership Hires

What you get

• S — Companies building AI teams: firms with 3+ AI openings in 180 days or first AI leadership hires
• S — CRM/martech user lists: companies hiring for HubSpot, Salesforce, Marketo and other tools
• M — All tech-adoption signals across a 126-technology taxonomy
• L — All four signal types (tech adoption, team building, geo expansion, leadership hires) + per-company summary
• LLM context labels (in_use / adopting / nice_to_have) on 21,018 mentions, human-audited at 87.2% agreement

Coverage statistics

Largest package

18.0 MB

Available packages

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

Full package inventory

Every package registered in the delivery catalog for this dataset — 8 packages, 235.8 MB total , 354,223 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.

# Machine-readable package index (size / sha256 / rows / channels)
curl -s https://data.zalize.com/datasets/hiring-signals-company-intelligence-dataset/packages.json | jq '.packages[0]'

# Request a free sample (signed link sent to your email)
curl -X POST https://dl.zalize.com/api/sample \
  -H 'Content-Type: application/json' \
  -d '{"dataset":"hiring-signals-company-intelligence-dataset","email":"you@company.com"}'

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

Pricing

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

• Derived from the DataForge monthly ATS jobs snapshot (Greenhouse/Lever/Ashby/Workable/SmartRecruiters).
• Signals are factual derivations with evidence URLs; mention ≠ deployment — context labels qualify each mention.
• No JD text or snippets ship in any package.

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