Auditing Hiring Algorithms for Fairness

Applicant Tracking Systems score and filter resumes before any human reviews them. The criteria these systems use — keyword density, school names, address, formatting — can systematically disadvantage candidates who are equally or more qualified.

700 equally-skilled resumes — varying name, institution, zip code, and formatting — to give job seekers and researchers a controlled corpus for testing Applicant Tracking System behavior.