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MetLife Interview Questions

The questions to prepare for MetLife interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
StrategyStart here. 6 questions · ~48 min
2
Pipelines6 questions · ~48 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityMetLife
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3
Execution6 questions · ~48 min
Plan a Phased Operations RolloutMedium

Plan a phased rollout for a new operational initiative with clear stages, success criteria, and risk controls.

Launch Planningphased rolloutsProject ManagementMetLife
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4
A/B Testing & Experimentation3 questions · ~24 min
Pitfalls in Streaming Experiment AnalysisHard

Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.

Network InterferenceNovelty EffectSample Ratio MismatchMetLife
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5
Metrics6 questions · ~48 min
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisMetLife
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6
Product Sense5 questions · ~40 min
Prioritize Features for AI ProductsMedium

A framework for prioritizing AI product features based on user value, feasibility, evaluation quality, and trade-offs.

Feature PrioritizationValue PropositionMetLife
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7
More topics18 questions · ~145 min
Feature Engineering for Predictive ModelsMedium

Explain how to choose, transform, and validate features for a predictive model using a structured ML workflow.

Cross-ValidationFeature EngineeringSupervised LearningMetLife
Validate Model GeneralizationMedium

How to validate that a model will generalize to unseen data using holdouts, cross-validation, and calibration checks.

Hyperparameter TuningCross-ValidationBias-Variance TradeoffMetLife
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.