Talent Data | 915M+ Employee Data Records | Cleaned, Enriched, and Ready to Use Recruiting Data

The provider offers you access to 915M+ talent data records with 300+ data fields per profile. Collected since 2016, it provides insights into 10+ years of historical data, with both real-time and historical talent data covering all countries and regions, delivered as datasets or via API. ➡️ Key capabilities: -> Employee Data: job titles, experience, positions, tenure, seniority, education, and skills -> Talent Data: full career history and professional background at scale -> Recruiting Data: candidate profiles, role changes, and change-detection signals for hiring -> Employee Posts: professional post and activity data for text mining and sentiment analysis -> Real-Time Employee API: on-demand profile lookups and enrichment -> Machine Learning (ML) Data: large-scale, structured records for training and validating AI and predictive models -> Natural Language Processing (NLP) Data: unstructured profile and post text data, entity recognition, and semantic search ➡️ Coverage and scale: -> 915M+ fresh employee data records -> 300+ data fields per profile -> 10+ years of historical data, collected since 2016 -> Global coverage across all countries and regions, with slicing by region and territory -> Updated daily, can be accessed in real time, on infrastructure built to detect changes rather than blindly overwrite records ➡️ Use cases: -> Talent sourcing and recruiting intelligence -> HR tech and market research product development -> Workforce, labor market, and people analytics ->