Plain-language questions
Ask for personnel cost per FTE per month, customer or product in the SQL Explorer with AI. The AI writes the SQL, you see the query and run it yourself; the AI only receives metadata.
KPI · HR
Personnel cost per FTE is total personnel cost in a period divided by the average number of FTE. Personnel cost covers gross pay, holiday pay, employer contributions and pension. It shows what an average full-time position costs and helps with budgeting and comparing departments.
Total personnel cost in the period ÷ average FTE in the period
In 2025 Acme Groothandel had €8,960,000 in personnel costs with an average of 128 FTE. Personnel cost per FTE is €8,960,000 ÷ 128 = €70,000.
Fictitious figures for Acme Groothandel, a sample wholesaler.
A rising figure can come from pay rises, a different mix of roles, more overtime or higher contributions. Compare by department and with last year, and read it next to revenue per employee and the personnel cost ratio. A lower figure is not automatically better if it means fewer experienced people.
SQL & DAX
Two examples on a fictitious data warehouse for Acme Groothandel: a PostgreSQL query and a measure for a Power BI model. Adjust table and column names to your own model.
WITH monthly AS (
SELECT period_month, SUM(gross_cost) AS cost
FROM payroll
GROUP BY period_month
),
fte AS (
SELECT m.period_month, SUM(e.fte) AS fte
FROM monthly m
JOIN employees e ON e.hire_date <= m.period_month
AND (e.termination_date IS NULL OR e.termination_date > m.period_month)
GROUP BY m.period_month
)
SELECT date_trunc('year', m.period_month)::date AS year,
SUM(m.cost) AS personnel_cost,
ROUND(AVG(f.fte), 1) AS avg_fte,
ROUND(SUM(m.cost) / NULLIF(AVG(f.fte), 0), 0) AS cost_per_fte
FROM monthly m
JOIN fte f USING (period_month)
GROUP BY 1
ORDER BY 1;Avg FTE =
AVERAGEX (
VALUES ( 'Date'[YearMonth] ),
VAR d = CALCULATE ( MAX ( 'Date'[Date] ) )
RETURN SUMX ( FILTER ( ALL ( Employees ), Employees[HireDate] <= d && ( ISBLANK ( Employees[TerminationDate] ) || Employees[TerminationDate] > d ) ), Employees[FTE] )
)
Personnel Cost per FTE = DIVIDE ( SUM ( Payroll[GrossCost] ), [Avg FTE] )In ENABLE
Ask for personnel cost per FTE per month, customer or product in the SQL Explorer with AI. The AI writes the SQL, you see the query and run it yourself; the AI only receives metadata.
Define the KPI as a measure in your Power BI model and show it in the portal, with "Last refreshed" next to it. Access profiles and optional row-level security decide who sees which figures.
Add the KPI as a tile to a custom dashboard, compared with last year. The Dashboard Builder is a pilot and can be switched on per client.
With the built-in Targets app you set a target for the KPI per month, so you see actuals and target side by side.
FAQ
Add up all personnel costs in the period, including employer contributions, holiday pay and pension. Divide by the average FTE over the same period. For an annual figure, use the average of the monthly FTE totals.
Gross pay, holiday pay, any bonuses, employer contributions and pension are always included. Overtime, allowances and travel expenses usually are too. Contractors are counted separately unless you also include their FTE.
Personnel cost per FTE expresses cost per position; the personnel cost ratio expresses it as a percentage of revenue. The first says something about the price of labour, the second about how heavily it weighs on your results. Together they give a fuller picture.
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