Employee Data

🆕 Multi-source Employee Data

8min

Category overview

Save engineering resources

Our Multi-source Employee dataset is cleaned, enriched, and ready to use.

Comprehensive multi-source dataset

Multiple sources are integrated to provide a complete employee profile.

Optimized file sizes and formats

Use JSONL or Parquet format and smaller file sizes for faster download.

Leverage historical data

Track changes in employee metrics over time with aggregated historical data.





Main verticals using the data

  • HR tech and recruiting
  • Market research
  • Lead generation
  • Investment analysis


Category sources

Data source

Records

Available via

Employee profile data

725,354,115

Flat files

Source details

Available formats

JSONL, Parquet

Delivery frequency

Weekly, monthly, quarterly

Delivery methods

Direct download link or file upload to a cloud server.

We can provide a link and credentials for you to download the dataset, or we can upload the data directly to your cloud server (S3, Azure, Google Cloud, etc.).

What kind of data is included?

Data points per category
  1. Metadata
  2. Identifiers and URLs
  3. Employee information
  4. Professional contact information
  5. Location
  6. Experience and workplace
    1. Active experience overview
    2. Active experience details
    3. Skills
    4. Experience duration
  7. Full experience information
  8. Workplace details
    1. Metadata and firmographics
    2. Social media
    3. Financials
    4. Workplace locations
  9. Education
  10. Salary
    1. Projected base salary
    2. Projected additional salary
    3. Projected total salary
  11. Profile field changes
  12. Recent experience changes
  13. GitHub information
  14. Recommendations
  15. Activity
  16. Awards
  17. Courses
  18. Certifications
  19. Languages
  20. Patents
  21. Publications
  22. Projects
  23. Organizations



Updated 12 Mar 2025
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