Predictive Analytics
Predictive Analytics in Employment
Use of statistical models and machine learning to predict future employment outcomes such as job performance, turnover risk, promotion readiness, or hiring success. Predictive models analyze historical data to forecast which candidates/employees will succeed or fail.
Why This Matters for Employers
Predictive analytics substantially assist or determine employment decisions, triggering AEDT requirements. Prediction based on historical data risks perpetuating past discrimination. Attrition prediction and performance forecasting raise profiling concerns under CCPA ADMT.
Related Laws & Regulations
Examples in Practice
How EmployArmor Helps
Understanding Predictive Analytics is just the first step. EmployArmor helps you implement compliance for all AI hiring regulations.
Compliance Assessment
Find out which laws apply to your AI hiring tools and what you need to do to comply.
Documentation Templates
Get ready-to-use templates for impact assessments, notifications, and audit preparation.