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Updated weekly · Last refresh Oct 17

Lyft Product Growth Analyst Interview Questions

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

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SQL & Data ManipulationStart here. 3 questions + 1 drill · ~37 min

Advertiser Cohort Performance Over TimeHard

Practice

Build monthly advertiser cohort metrics with CTEs, joins, and LAG to compare Lyft Ads performance across time periods.

Window FunctionsDate FunctionsCTEs

Lyft

Cohort Driver Activity QueryMedium

Practice

Practice drill

Use date-based aggregation to find Lyft drivers with 10 first-week trips and none in the second week.

Window FunctionsDate FunctionsCTEs

Lyft

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Statistics & Probability7 questions · ~63 min

Validating Ad Engagement HypothesesMedium

Explain how to validate an ads engagement hypothesis using an experiment, significance testing, and careful metric interpretation.

ExperimentationHypothesis TestingCausal Inference

Lyft

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Strategy7 questions · ~63 min

Lyft Ads Feature Monetization Trade-offsHard

Framework for evaluating revenue upside versus rider experience, advertiser value, and marketplace health for a new Lyft Ads feature.

Trade-offsPricing StrategyGrowth Strategy

Lyft

Optimize Ad Yield Without Hurting UXHard

Approach for improving ad yield while protecting user experience through pricing, experimentation, and guardrails.

Pricing StrategyGrowth StrategyMoats

Lyft

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Product Sense8 questions · ~72 min

Improve Advertiser Satisfaction at AdPlatformMedium

Improve advertiser satisfaction on a growing ad platform by diagnosing feedback, prioritizing pain points, and shipping high-impact product fixes in one quarter.

User ResearchUser NeedsPain Points

Lyft

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A/B Testing & Experimentation8 questions · ~72 min

Validate Ads Engagement HypothesisEasy

Design an A/B test to validate whether a new in-app ad experience increases ad engagement without hurting the rider experience.

ExperimentationHypothesis TestingA/B Testing

Lyft

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Execution8 questions · ~72 min

Pivot CRM Migration Before LaunchEasy

Replan a 12-week CRM migration after data and compliance issues force a pivot from full migration to a reduced-scope launch.

Trade-offsSuccess CriteriaRisk Assessment

Lyft

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