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Updated weekly · Last refresh Aug 30

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 weekly.

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

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

Data ManipulationExcelAutomationMilliman
Second Highest Without AggregatesHard
Practice
Practice drill

Find the second highest salary in each department without using aggregate functions.

SubqueriesRankingSelf-JoinsCredit GenieDevoteamCisco Restaurant + Bar
Longest Consecutive Login Streak per UserHard
Practice
Practice drill

Calculate the longest consecutive login streak for each user using window functions and date manipulations.

Window FunctionsJoinsAggregationsChimeECSSalesforce
Normalize Customer Addresses by RegionHard
Practice
Practice drill

Standardize inconsistent addresses using joins, CTEs, and CASE logic to map each record to a normalized region.

data cleaningData WranglingExcelTelus Digital
2
Behavioral & Leadership7 questions · ~56 min
Choosing Visualization Tools Under PressureMedium

Tests stakeholder-aware communication and data-driven judgment when selecting visualization tools for operational reporting.

softwareToolsdata visualizationMilliman
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3
More topics3 questions · ~24 min
Investigating Unexpected Turnover SpikesMedium

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

Data AnalysisProblem SolvingMilliman
Measuring Employee Engagement QuantitativelyMedium

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

MetricsMilliman
Math Under ObservationHard

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

analytical thinkingMilliman

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