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Sales compensation analytics curriculum map — eight domains for Microsoft interview preparation

Curriculum coverage
0 of 8 domains
1
Comp plan architecture
Plan anatomy, pay mix, OTE, quota mechanics, threshold/accelerator/cap structure, plan document governance
Foundation Microsoft MSFT
2
Quota design and setting
Top-down vs bottom-up quota, territory-based allocation, quota fairness testing, historical calibration, quota coverage ratios
Foundation Analytics
3
Attainment curves and payout mechanics
Linear vs stepped vs accelerated curves, kink points, multipliers, SPIFFs, overlays, clawback provisions, draw structures
Foundation Microsoft MSFT
4
Scenario modeling and Monte Carlo
Attainment distribution modeling, P50/P90 cost estimates, behavioral response assumptions, simulation mechanics, sensitivity analysis
Analytics Microsoft MSFT
5
Cost-impact and ROI analysis
ΔCost vs ΔRevenue decomposition, behavioral elasticity, cost of sales benchmarking, windfall/sandbag analysis, CFO-ready output
Analytics Risk
6
Forecasting and predictive models
Attainment forecasting, pipeline-to-quota conversion, regression-based prediction, time series for comp accruals, early warning signals
Analytics Forecasting
7
Legal, compliance, and equity risk
Disparate impact analysis, pay equity regression, FLSA/wage compliance, clawback enforceability, channel conflict, anti-kickback, multi-jurisdiction
Risk Microsoft MSFT
8
Stakeholder communication and governance
Executive narrative framing, comp plan change communication, dispute resolution process, cross-functional alignment (Finance, HR, Legal, Sales), plan administration
Foundation Microsoft MSFT