Measure attrition, tenure and hire-cohort retention from the headcount outputs
Leadership asks whether attrition is rising and where, and nobody can answer from one consistent set of figures.
- Transformation
- People
Domain
4 RecipesPeople data engineering
Recipes for data engineers working with people-domain data and controls.
Build something that is not there yet 4
Build period-end headcount and FTE by org and a roll-forward that ties every period
HR, finance and the board deck each report a different headcount for the same month-end, and nobody can say why.
- Transformation
- People
Check pay against salary bands and report pay gaps at an aggregate grain
A pay-equity review is due and worker-level compensation cannot be shared widely.
- Governance and cost
- People
Tie payroll to the general ledger at every cut-off and classify every break
Payroll expense in the general ledger does not match the payroll register at close, and the gap is worked out by hand.
- Transformation
- People