Build the headcount balance and its monthly roll-forward
When HR, finance, and the board deck each report a different headcount for the same date.
- Transformation
- People
Domain
4 RecipesPeople data engineering
Headcount, tenure, payroll and pay bands. The recurring difficulty here is effective-dated records and a population that has to reconcile on both a balance and a movement.
Build something that is not there yet 4
Measure attrition and tenure by hire cohort
When leadership asks whether attrition is rising and where, and the answer takes a week to produce.
- Transformation
- People
Reconcile payroll to the general ledger every pay period
When payroll expense in the GL doesn't match the payroll register and nobody can say why by how much.
- Transformation
- People
Check pay against bands and report pay gaps at an aggregate grain
When a pay-equity review is due and compensation data can't leave HR unmasked.
- Governance and cost
- People