Audit Script for HR Shortlisting and Selection. #EPSO
My Blog with Google Translate Welcome! Learn about EPSO selection standards and visit the European Ombudsman for compliance resources. Audit Script for HR Shortlisting and Selection Posted on: April 22, 2025 Purpose of the Script This Python-based audit tool was developed to evaluate and monitor HR shortlisting decisions. It helps identify bias, inconsistencies, and statistical anomalies in the selection of candidates, especially in large-scale public or institutional recruitment such as EPSO or civil service exams. Key Features Integration with SQL/CSV databases of historical recruitment data Use of z-score normalization and Gaussian distribution to detect outliers Flagging of evaluator decisions that devi...