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Top 50 Product Growth Analyst Interview Questions

The 50 most important questions to prepare for Product Growth Analyst interviews. Questions from real interview reports rank first. Updated daily.

50questions
~9htotal time
3,160companies covered
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1
SQL & Data ManipulationStart here. 8 questions · ~84 min
Calculate 30-Day User RetentionHard
Practice
Recently asked

Use CTEs, joins, and date filtering to calculate 30-day retention by signup cohort from login and feature usage data.

Window FunctionsDate FunctionsAggregationsCurefitIndeedTikTok
Weekly Signup Cohort RetentionHard
Practice
Recently asked

Calculate weekly retention by signup cohort using CTEs, joins, date truncation, and distinct user counts.

Window FunctionsDate FunctionsAggregationsBrexPostmaneToro
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2
Metrics8 questions · ~84 min
3
A/B Testing & Experimentation8 questions · ~84 min
Primary vs Guardrail MetricsEasy
Recently asked

Explain how a primary metric differs from a guardrail metric and how both are used in A/B test decisions.

ExperimentationGuardrail MetricsA/B TestingBlend360Redesign HealthAgile Defense
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4
Strategy7 questions · ~74 min
Optimizing Self Serve Channel MixMedium

Approach for allocating acquisition spend and attention across self serve channels using unit economics, attribution, and LTV quality.

channel mixGrowth StrategyoptimizationFivetranDeepgramDDelivery Hero
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5
Product Sense7 questions · ~74 min
Prioritize Features for a New ProductMedium
Recently asked

A framework for deciding which features should ship first when building a new product.

Feature PrioritizationUser Needsproduct developmentGlean (CA)H&R BlockThe E.W. Scripps
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6
Statistics & Probability8 questions · ~84 min
Explaining Statistical Power for Email TestsEasy

Quantify statistical power for an email A/B test and explain why a small sample may miss a real 2-point lift in open rate.

Statistical SignificancePower AnalysisSample SizeTatariAcumenTaskRabbit
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7
More topics4 questions · ~42 min
Decide Full vs Gradual Feature RolloutEasy
Recently asked

Decide whether to launch a new feature to all users or roll it out gradually, balancing speed, risk, and measurement.

Rollback PlanLaunch PlanningRisk AssessmentInsuletAppsFlyerAnthropic
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