BEHEMOTH continuously discovers, validates, and scrapes job data from thousands of ATS endpoints across every major platform — delivering the freshest compensation and labor market data available anywhere.
Traditional job data providers give you stale, limited feeds. BEHEMOTH goes straight to the source.
AI-powered engine continuously discovers new ATS endpoints from company career pages, CommonCrawl archives, and SEC filings — no manual curation needed.
Every endpoint is verified by actually scraping real job postings. Minimum 2 live jobs required. Three-strike validation system ensures data quality.
Multi-layer salary parser digs into job descriptions, structured data, and hidden JSON fields to extract compensation data that others miss.
Continuous scraping cycles mean your data is never more than hours old. Job postings, salary ranges, and company hiring signals — always current.
Native scrapers for every major ATS platform — Workday, Greenhouse, Ashby, SmartRecruiters, Lever, and more. Purpose-built for each system's API.
Raw job data is normalized with our Unified Job Ontology — standardized titles, levels, functions, and locations ready for analytics.
Purpose-built scrapers for each platform's unique API structure
From raw internet to structured compensation data in four steps
AI generates target company lists. CommonCrawl archives and web probing identify career page URLs and ATS platform types.
Each endpoint is tested with a real job scrape. Only endpoints returning 2+ genuine job postings enter the active pool.
Platform-specific scrapers pull full job data — titles, locations, descriptions, and deep-extracted salary information.
The Unified Job Ontology maps raw titles to canonical roles, assigns seniority levels, job families, and geographic cost-of-living adjustments.
BEHEMOTH is the data engine behind every TSAG product
Interactive visualization of 342 US occupations sized by employment and colored by AI exposure risk. Based on BLS data scored by Gemini Flash.
Real-time salary benchmarking powered by 294M+ scraped job postings. Market rates updated hourly, not quarterly.
Executive compensation analysis enriched with BEHEMOTH's company-level hiring data and organizational intelligence.
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