Facebook Product Growth Analyst Interview Questions

The questions to prepare for a Facebook Product Growth Analyst interview. Questions from real interview reports rank first. Updated daily.

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SQL & Data ManipulationStart here. 6 questions · ~54 min

SQL Top 10% by EngagementMedium

Practice

Rank Facebook users by total session duration and return the top 10% using aggregation and NTILE.

Rankingtop k

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SQL Day-Over-Day GrowthMedium

Practice

Calculate daily active Instagram Creators and day-over-day growth using a date spine, aggregation, and LAG.

Date FunctionsAggregations

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Strategy4 questions · ~36 min

Find the Main Growth LeverMedium

Assess the biggest growth lever for a product that already benefits from strong organic sharing.

Network EffectsGrowth StrategyMoats

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A/B Testing & Experimentation8 questions · ~72 min

Measure Long-Term Retention LiftHard

Design an experiment to tell whether a new feature improves true retention, not just short-term usage.

ExperimentationCausal InferenceGuardrail Metrics

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Primary vs Guardrail Metric ChoiceMedium

Choose a primary success metric and guardrails for a game experiment, then explain how that choice drives power, analysis, and ship decisions.

ExperimentationGuardrail MetricsA/B Testing

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Product Sense7 questions · ~63 min

Using Data to Influence DecisionsEasy

Share how you used data to shape a business decision, including the analysis, recommendation, and outcome.

User ResearchUser NeedsValue Proposition

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Execution3 questions · ~27 min

Balancing Delivery Speed and QualityMedium

Explain how you handled a real speed-versus-quality conflict, including trade-offs, stakeholder alignment, and execution.

Trade-offsRisk AssessmentScope Management

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Metrics4 questions · ~36 min

Investigate DAU Decline Root CauseHard

Assesses your diagnostic workflow for uncovering drivers behind DAU declines.

root causeDiagnosis

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