Research-Grade
Job Market Intelligence

SOC classification using title + description context. Salary prediction with MAPE under 15%, trained on 50M+ observations. 37,000+ skills taxonomy, the deepest in the mid-market.

Multi-signal entity resolution: vector similarity, MinHash, graph-based transitive matching. One canonical job entity per hiring intent, not inflated counts.

All raw, parsed, and enriched fields retained. No black-box enrichment. Audit every prediction, trace every field back to its source.