Top 50
Prep plan
Updated weekly · Last refresh Oct 17

Aetna Data Scientist Interview Questions

The questions to prepare for a Aetna Data Scientist interview. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 8 questions · ~70 min
2
Product Sense8 questions · ~70 min
Measure Patient Onboarding SuccessMedium

Build a measurement framework for a new patient onboarding feature, with clear success metrics, guardrails, and decision criteria.

Success Criteriaonboardinguser valueAetna
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3
A/B Testing & Experimentation7 questions · ~62 min
Design Test for Product LaunchMedium

Design an A/B test for a new digital product launch with clear metrics, power, guardrails, and a defensible ship decision.

experiment designGuardrail Metricsprimary metricsAetna
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4
Statistics & Probability8 questions · ~70 min
Power Analysis for Experiment PlanningMedium

Reason about power analysis when planning an experiment and choosing sample size.

ExperimentationPower AnalysisSample SizeAetna
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5
Metrics5 questions · ~44 min
Investigate User Engagement DeclineMedium

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement MetricsAetna
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6
Machine Learning8 questions · ~70 min
MapReduce Problem WalkthroughHard

Assesses your ability to reason about distributed data processing with MapReduce.

Problem SolvingAetna
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7
More topics6 questions · ~53 min
Functional vs Object-Oriented ProgrammingMedium

Tests conceptual clarity about programming paradigms and their tradeoffs.

oopAetna
Beyond Accuracy for ClassificationHard

Tests your ability to choose appropriate classification metrics when accuracy fails.

Classificationperformance metricsModel EvaluationAetna
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