Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes

Prasanna Parasurama, Panos Ipeirotis

Algorithmic tools are increasingly used in hiring to improve fairness and diversity, often by enforcing constraints such as gender-balanced candidate shortlists. However, we show t…