A team of CRA’s labor and employment consultants advised counsel to a large state research university in a Title VII class action claim alleging discrimination on the basis of race with respect to promotions and compensation within a support department. CRA’s team of experts collected data from multiple systems on pay, job history, performance ratings, and applicant flow, and created analytic databases for the analysis of pay, hiring, promotions, and terminations. Analyses included charts and tables describing pay by race and gender; descriptive statistics of the workforce over time; counts of hires, terminations, promotions, and internal transfers; descriptive statistics on applicant behavior; and statistical analysis of hiring and promotional selection from actual applicant pools. CRA’s consultants reviewed and critiqued the opposing expert’s report and assisted in outlining lines of question for the expert’s deposition. The class claims in this matter were subsequently dropped.
What happens when AI sets wages
The authors fed 60,000 freelancer profiles into eight widely used LLMs, asking each model to recommend an hourly rate. From hourly wage setting to testing for...