Professional Network: Employees
Refresh rate
Available formats
Delivery frequency
Ongoing*
JSONL, CSV, and Parquet
Daily, monthly, and quarterly
📌 * Profiles are continually scraped from a queue, with priority given to those with recent updates. Some profiles are inaccessible and cannot be refreshed, making a complete data refresh impossible.
Category | Record count |
Total number of records | 712,253,480+ |
Monthly updated records | 93,520,105+ |
Note that each section contains various metadata points, such as created and updated timestamps, deleted markers, and various identification keys.
This section includes various details main profile details, such as:
- Name, profile URL, headline, summary, and location
- Associated industry
- Recommendations, connections, and follower count
- Services the employee can be contacted for
The experience section contains details on the work experience, including:
- Job title
- Job description
- Employer company
- Company location
- Employment start and end dates
- Current workplace marker.
This education section details employee's education, including:
- Educational institution and program
- Enrolment and graduation dates
- Education descriptions.
Skills and languages sections include details about employees's skills and language knowledge.
Certifications, courses, and awards
These sections contain information about the completed courses, certifications, and awards.
The organizations lists the organizations the employee is part of.
Projects, publications, and patents
These sections contain details about employee's projects, publications, and authored patents.