What data can I extract from LinkedIn?
You can extract publicly visible data from LinkedIn pages. The specific fields depend on the page type and your parser configuration.
Common data fields
Professional profiles
- Full name and headline
- Current position and company
- Location and industry
- Profile summary/about section
- Work experience history
- Education background
- Skills and endorsements
- Certifications and licenses
- Languages
- Profile URL and photo
Job listings
- Job title and description
- Company name and logo
- Location and workplace type (remote/hybrid/onsite)
- Employment type (full-time, contract, etc.)
- Seniority level
- Required skills
- Number of applicants
- Posted date
- Salary range (when available)
Company pages
- Company name and tagline
- Industry and company size
- Headquarters location
- Company description
- Specialties
- Employee count
- Recent posts and updates
- Job openings
Job search results
- Multiple job listings with key details
- Pagination data
- Filter options applied
- Number of results
Important limitations
LinkedIn restricts access to certain data based on:
- Viewer relationship: You may only see full data for connections or public profiles
- Privacy settings: Users can hide information from non-connections
- Authentication: Some data requires being logged in
- API rate limits: LinkedIn actively monitors and limits scraping
Custom extraction
With Parseium, you define exactly which fields to extract. Our AI helps you:
- Identify the right CSS selectors
- Handle LinkedIn's dynamic content loading
- Validate data types and formats
- Handle missing or restricted data
- Extract nested data structures
You're not limited to predefined fields—extract any publicly visible data on the page.