Gender Bias in Recruitment Screening

When an organization introduces automated screening to improve efficiency; due to unmitigated control gaps, months later, the pass rate for a particular gender is found to have dropped noticeably, triggering external stakeholder impacts and causing review shows the model treats several neutral-seeming features strongly correlated with gender as negative signals, none of which were ever listed as evaluation criteria.