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Product & Design Interview Questions

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

50questions
~8htotal time
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1
CodingStart here. 5 questions · ~49 min
2
Metrics5 questions · ~49 min
Using Metrics to Drive DecisionsEasy

Explain how you used a KPI and supporting metrics to diagnose a product issue and make a concrete product decision.

Funnel AnalysisKPIsLeading IndicatorsProduct & Design
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3
Execution5 questions · ~49 min
Assess Risks and Build Mitigation PlanMedium

Explain how you would identify, prioritize, and mitigate project risks while aligning stakeholders on response plans and success criteria.

Rollback PlanSuccess CriteriaRisk AssessmentProduct & Design
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4
A/B Testing & Experimentation5 questions · ~49 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 MismatchProduct & Design
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5
Statistics & Probability5 questions · ~49 min
Interpreting P Values in TestingEasy

Explain what a p-value means in hypothesis testing and how it relates to statistical significance.

Hypothesis TestingStatistical SignificanceP-ValuesProduct & Design
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6
SQL & Data Manipulation5 questions + 3 drills · ~79 min
7
More topics20 questions · ~197 min
Feature Engineering and Model PerformanceEasy

Explain how feature engineering improves supervised model performance and how to validate its impact with proper evaluation.

Feature EngineeringBias-Variance TradeoffSupervised LearningProduct & Design
Prioritize Competing User RequestsMedium

Approach for deciding which user problem to solve first when multiple requests compete.

Feature PrioritizationUser NeedsProduct VisionProduct & Design
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