Satisfaction matters
Attrition exceeded 20% among employees with the lowest job-satisfaction score, compared with approximately 11% at higher satisfaction levels.
The project models a simulated global technology company experiencing employee departures across technical and sales operations.
The objective was to move beyond simple employee counts and create an analytical system capable of identifying where attrition risk was concentrated and which workforce characteristics were associated with employee turnover.