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Updated weekly · Last refresh Aug 30

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 weekly.

50questions
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1
SQL & Data ManipulationStart here. 3 questions + 1 drill · ~38 min
Analyze Customer Purchase Trends with Window FunctionsEasy
Practice

Calculate the monthly spending trends for customers using window functions and joins.

Lyft
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 FunctionsCTEsLyft
Compare Signup Cohorts by RetentionHard
Practice
Practice drill

Use CTEs, joins, and date logic to compare 30-day activity rates across monthly signup cohorts.

Window FunctionsDate FunctionsCTEsGappifyDocusignJio
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2
A/B Testing & Experimentation9 questions · ~83 min
Diagnose Failed Checkout ExperimentMedium

Redesign a failed mobile checkout A/B test with explicit MDE, power analysis, guardrails, and a pre-registered ship decision.

ExperimentationGuardrail MetricsA/B TestingLyft
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3
Statistics & Probability9 questions · ~83 min
Validating Ad Engagement HypothesesMedium

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

ExperimentationHypothesis TestingCausal InferenceLyft
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4
Metrics4 questions · ~37 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 IndicatorsLyft
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5
Strategy8 questions · ~74 min
Optimize Ad Yield Without Hurting UXHard

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

Pricing StrategyGrowth StrategyMoatsLyft
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6
Execution7 questions · ~64 min
Discuss a Meaningful FailureEasy

Reflect on a real execution failure, what caused it, how you responded, and what you changed afterward.

Trade-offsSuccess CriteriaRisk AssessmentLyft
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7
More topics10 questions · ~92 min
Define Success for Ads ProductEasy

Framework for defining success for a new advertising product, balancing revenue, user experience, and long-term marketplace health.

Value PropositionMVPProduct VisionLyft
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The finish line: interview-readyComplete all 50 questions plus 1 hands-on drill to finish this plan.