EEOC and AI Hiring Discrimination

Title VII prohibits covered employers from discriminating because of race, color, religion, sex, or national origin. This applies to selection procedures whether they are administered by a person or software. A neutral rule that disproportionately excludes a protected group may raise disparate-impact concerns even without discriminatory intent. Under Title VII, an employer may need to show the practice is job-related and consistent with business necessity; a plaintiff may still identify an available, less discriminatory alternative the employer declined to use. The facts and legal context determine the outcome. The EEOC’s 2023 technical assistance explains that Title VII applies when automated systems make or inform selection decisions. It discusses the four-fifths rule as one practical indicator, while warning that meeting the threshold does not guarantee a procedure is lawful and that the measure is not appropriate in every situation. Small samples, job grouping, selection rates, and statistical significance can change interpretation. An audit report is evidence to examine, not a legal safe harbor. The Americans with Disabilities Act creates separate concerns. A tool can screen out a qualified applicant because a disability affects speech, eye movement, timing, or another input unrelated to job performance. Employers may need to provide reasonable accommodation so applicants can be fairly assessed, and must avoid prohibited disability-related inquiries or medical examinations before a conditional offer. Vendors can create risks, but employers remain responsible for the selection procedures they choose to use. A sound process inventories each tool and decision, identifies the job-related construct it measures, tests outcomes across relevant groups, and checks accessibility. Tell applicants how to request an accommodation, offer an alternative assessment when needed, and investigate complaints. Preserve vendor documentation and validate the tool in the employer’s own context; a general validation study may not predict results for a different job or applicant pool.