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LinkedIn Product Growth Analyst Interview Questions

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

28questions
~4htotal time
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1
StrategyStart here. 4 questions · ~33 min
Evaluating a New Growth ChannelHard

Framework for deciding whether a new acquisition channel merits scaled investment based on incrementality, unit economics, and strategic fit.

EstimationGrowth StrategyMarket SizingLinkedIn
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2
Execution3 questions · ~24 min
Prioritize SEO Roadmap InitiativesMedium

Explain how you would prioritize SEO initiatives in a roadmap when impact, effort, and stakeholder pressure compete.

Trade-offsRoadmappingPrioritizationLinkedIn
Prioritize Competing Team ProjectsMedium

Decide how to prioritize competing engineering projects when stakeholders, dependencies, and capacity all conflict.

Trade-offsRoadmappingPrioritizationLinkedIn
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3
Metrics5 questions · ~41 min
Diagnose a Sudden DAU DropHard

Investigate whether an 8.2% DAU decline is driven by product breakage, logging issues, or normal seasonal patterns.

DAU/MAUDiagnosisTime SeriesLinkedIn
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4
SQL & Data Manipulation3 questions + 3 drills · ~54 min
SQL Cohort Analysis with Window FunctionsHard

Tests advanced SQL skills for cohort construction and time-based analysis.

Window FunctionsCohort AnalysisRunning TotalsLinkedIn
7-Day Rolling Active UsersMedium
Practice
Practice drill

Compute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.

Window FunctionsDate FunctionsRunning TotalsMetaSpotifyMeta IT
Top Users Per Region QueryMedium
Practice
Practice drill

Rank LinkedIn members by interaction count within each region and return the top five using aggregation and ROW_NUMBER.

LinkedIn
Top Daily Rides by VehicleMedium
Practice
Practice drill

Rank the top 3 completed rides per vehicle per day using joins, a CTE, and ROW_NUMBER.

Window FunctionsJoinsData WranglingWaymo
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5
Behavioral & Leadership8 questions · ~65 min
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6
More topics5 questions · ~41 min
Sample Size for Feed CTR ExperimentHard

Compute sample size for a two-proportion A/B test on feed CTR using power analysis and interpret the MDE-power trade-off.

Confidence IntervalsPower AnalysisSample SizeLinkedIn
Designing a Search A/B TestHard

Tests experimental design, guardrails, and measurement of upstream and downstream effects.

Guardrail MetricsSample SizeA/B TestingLinkedIn
Framework for Improving Organic GrowthMedium

Tests structured problem solving for growth opportunities and prioritization.

Feature PrioritizationUser NeedsProduct VisionLinkedIn
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The finish line: interview-readyComplete all 28 questions plus 3 hands-on drills to finish this plan.