Top 31
Prep plan
Updated weekly · Last refresh Aug 30

Scopely Product Analyst Interview Questions

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

31questions
~5htotal time
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1
SQL & Data ManipulationStart here. 10 questions + 1 drill · ~98 min
SQL for DAU and RetentionHard
Practice

Use PostgreSQL CTEs and conditional aggregation to calculate daily active users and D1/D7 cohort retention for Monopoly GO!.

sql queryScopely
SQL for Day 7 RetentionEasy
Practice

Calculate Day 7 retention for a Monopoly GO! signup cohort using a CTE, left join, date filtering, and conditional aggregation.

sql queryCohort AnalysisScopely
Top 10 Spenders SQLEasy
Practice
Practice drill

Use aggregation and sorting to identify the 10 MONOPOLY GO! players with the highest positive in-game spending.

RankingGroup ByAggregationsScopely
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2
Product Sense6 questions · ~53 min
Define Feature Success MetricsMedium

Framework for choosing a feature's primary success metric and guardrails before launch.

MetricsFeature PrioritizationProduct VisionScopely
Define Metrics for New FeaturesMedium

Define a success metric for a new feature that captures real user value, not just raw usage.

MetricsFeature Prioritizationuser valueScopely
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3
A/B Testing & Experimentation3 questions · ~26 min
Design Test for New FeatureMedium

Design an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.

experiment designfeature evaluationA/B TestingScopely
Design Tutorial A/B TestMedium

Tests ability to design a rigorous experiment for a game UX change at scale.

experiment designA/B TestingScopely
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4
Behavioral & Leadership9 questions · ~79 min
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5
More topics3 questions · ~26 min
Critical Metrics for Product LaunchMedium

Choose the most important launch metrics, balancing early signals, long-term outcomes, and a clear KPI hierarchy.

KPIsConversion RateLeading IndicatorsScopely
T-Test vs Z-TestHard

Evaluates statistical understanding and ability to connect metrics to game KPIs.

KPIsScopely
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The finish line: interview-readyComplete all 31 questions plus 1 hands-on drill to finish this plan.