Career Migration Patterns

Track how professionals move between companies and roles as AI adoption picks up, and where new career paths are forming.

Real-time Network Data

Aggregate data from thousands of verified alumni connections showing how professional networks change when industries shift.

Leading Indicators

See which industries and roles are most affected by AI through early signals in employee movement and sentiment.

Verified
Professional Networks
Real-time
Labor Market Signals
Growing
Company Communities

Why Former has unique data

Former captures how networks form in real time during career transitions, not through after-the-fact surveys.

Verified Employment History

  • All members verify their employment with company alumni
  • Real professional connections, not surveys
  • Accurate job titles and tenure information
  • Department and team level detail

Real-time Signals

  • Network formation during layoff events
  • Where talent moves after transitions
  • Industry and role migration patterns
  • Sentiment and engagement metrics

Get in touch

For media inquiries, research partnerships, or data access:

Contact Press Team

Join the network

Join the alumni community that's tracking how careers change as AI rewrites the rules.