Algorithmic Intermediation and Bias Mitigation
Algorithmic recommendation of workers to employers improved recruit pool quality and increased overall hiring [6]. Algorithmic writing assistance on job seekers' resumes boosted hiring probability by 8 percent [6]. Initial hiring algorithms selected far fewer Black and Hispanic candidates, but re-engineered algorithms successfully increased demographic diversity while maintaining high hiring rates [6].