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Prep plan
Updated weekly · Last refresh Oct 17

Chenega Data Scientist Interview Questions

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

28questions
~4htotal time
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1
Machine LearningStart here. 10 questions · ~80 min
Handling Outliers, Noise, and BiasMedium

Explain how to detect and handle outliers, noisy labels, and dataset bias while preserving model quality and generalization.

Cross-ValidationBias-Variance TradeoffRegularizationChenega
Experience with Predictive ModelingMedium

Explain your experience building predictive models, from feature work and validation to tuning and deployment.

Cross-ValidationFeature EngineeringSupervised LearningChenega
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2
A/B Testing & Experimentation3 questions · ~24 min
Power Analysis for Survey ExperimentHard

Determine sample size and power for a customer survey or experiment, including MDE, guardrails, and a disciplined decision rule.

MDEPower AnalysisSample SizeChenega
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3
SQL & Data Manipulation3 questions + 3 drills · ~54 min
4
Behavioral & Leadership6 questions · ~48 min
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5
More topics6 questions · ~48 min
Improve Subscription Customer RetentionMedium

Framework for diagnosing churn and prioritizing product changes to improve retention in a subscription service.

User NeedsUse CasesProduct VisionChenega
Testing Statistical SignificanceEasy

Tests statistical reasoning for deciding whether results reflect real signal versus noise.

Hypothesis TestingStatistical SignificanceP-ValuesChenega
Balancing Accuracy and InterpretabilityMedium

Tests tradeoff thinking between model performance and explainability for decision-making.

PrecisionAccuracyRecallChenega
Defining Retention MetricsMedium

Tests product analytics thinking and metric design for retention outcomes.

North Star MetricRetentionLeading IndicatorsChenega
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