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Updated weekly · Last refresh Oct 17

Milliman People Analytics Specialist Interview Questions

The questions to prepare for a Milliman People Analytics Specialist interview. Questions from real interview reports rank first. Updated daily.

14questions
~2htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 3 drills · ~62 min
Automating Monthly Reporting in ExcelMedium

Tests practical use of Excel automation to streamline recurring People Analytics reporting.

Data ManipulationExcelAutomationMilliman
Math or Logic for Compensation ModelingMedium

Tests quantitative reasoning relevant to compensation and benefits modeling in People Analytics.

logicMilliman
Ensuring Integrity in Large DatasetsMedium

Tests your data integrity checks and reliability practices for large People Analytics datasets.

large datasetsdata managementdata integrityMilliman
Cleaning Messy HR DataMedium

Tests your approach to data quality issues common in HR datasets for People Analytics.

data cleaningProblem SolvingMilliman
Detect and Clean Duplicate ClaimsMedium
Practice
Practice drill

Identify duplicate healthcare claims, retain the earliest record, and explain a safe PostgreSQL cleanup process.

data cleaningReconciliationsqlMilliman
Walk Through Dataset AnalysisMedium
Practice
Practice drill

Analyze claims by region, combining policyholders and payments while identifying missing or inconsistent claim data.

JoinsData Analysisdata validationMillimanMax AI
Excel and Programming AssessmentHard
Practice
Practice drill

Audit multi-step assessment submissions for completeness, validation failures, missing values, and ordering errors.

data accuracyExceldata validationMilliman
2
Behavioral & Leadership7 questions · ~56 min
Presenting Unwelcome Analytical FindingsMedium

Tests whether you can influence resistant non-technical stakeholders with clear, data-driven communication while preserving trust and ownership.

Influence Without AuthorityStakeholder ManagementCommunicationMilliman
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3
More topics3 questions · ~24 min
Math Under ObservationHard

Evaluates ability to perform under pressure and maintain accuracy in quantitative People Analytics tasks.

analytical thinkingMilliman
Measuring Employee Engagement QuantitativelyMedium

Tests your ability to operationalize engagement metrics and choose measurable indicators.

MetricsMilliman
Investigating Unexpected Turnover SpikesMedium

Tests your analytical thinking for diagnosing turnover drivers using People Analytics data.

Data AnalysisProblem SolvingMilliman

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