Key Info

Jev delivered a 30.64% improvement in matches per 200 candidates on real recruiter searches while costing 75% of the previous reranking setup.

Highlights

  • Jev applied as a reranker, not just a model
  • Measured on searches recruiters actually run, not synthetic queries
  • 30.64% more matches per 200 candidates
  • Ran at 75% of the previous reranking cost
  • Argues most recruiting benchmarks only test 10 candidates, which isn't representative