Research-grade data products built for labor market intelligence. From raw postings to enriched company profiles, salary predictions, and skills extraction.
900M+
Unique Postings
82
Fields Per Record
37,000+
Skills Taxonomy
Daily (incremental)
Update Frequency
SOC classification, salary prediction (MAPE <15%), 37,000+ skills extraction, seniority, work mode, and more.
Vector similarity, MinHash/Jaccard, and graph-based transitive matching resolve duplicate postings at a 40-60% average rate.
CSV or Parquet via S3, GCS, Snowflake, SFTP, Google Drive, or Dropbox. One-off, monthly, or annual delivery.
900M+ deduplicated job postings from Indeed, LinkedIn, ATS, and 15+ sources
View details28.5M company profiles with firmographics, hiring signals, and industry classification
View detailsAI-predicted salaries (MAPE <15%) plus parsed posted salaries and ~11M Glassdoor reports
View details37,000+ skills, 3,000+ certifications, SOC codes, and normalized titles
View details52M detailed + 193M fast business records with ratings, reviews, and geocoordinates
View detailsTell us your industry, geography, date range, or specific job titles and we'll deliver a free sample of 5,000 enriched records within 24 hours.
