From Posting to Prediction: Building Validated Workforce Analytics
We develop a methodology using internal job postings and HCM data to measure employee skill fit. Validating against 1,034 internal hiring decisions, we find it robustly predicts hiring: applicants with higher skill fit are over twice as likely to be selected for the same role.