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Art of Problem Solving Interview Questions

The questions to prepare for Art of Problem Solving interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
ExecutionStart here. 12 questions · ~99 min
Handle Scope Changes Mid-DevelopmentMedium

Explain how you manage scope changes during development without losing delivery control, stakeholder alignment, or product quality.

AgileScope ManagementProject ManagementAArt of Problem Solving
Roadmap With Competing PrioritiesHard

Build and execute an engineering roadmap when product, reliability, and platform priorities compete for the same team capacity.

RoadmappingScope ManagementPrioritizationAArt of Problem Solving
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2
Product Sense11 questions · ~91 min
Align Product With User NeedsMedium

A framework for connecting user needs to business goals, then making product decisions with clear trade-offs and measurable outcomes.

User NeedsValue PropositionProduct VisionAArt of Problem Solving
Prioritize Features for AI ProductsMedium

A framework for prioritizing AI product features based on user value, feasibility, evaluation quality, and trade-offs.

Feature PrioritizationValue PropositionAArt of Problem Solving
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3
Metrics7 questions · ~58 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 IndicatorsAArt of Problem Solving
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4
Strategy4 questions · ~33 min
Incorporating Industry TrendsMedium

Tests your approach to scanning trends and translating them into actionable Microsoft product strategy.

Competitive AnalysisGrowth StrategyMarket SizingAArt of Problem Solving
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5
Coding12 questions · ~99 min
Queue Click Handlers SequentiallyMedium

Evaluates your ability to implement correct event handling and sequencing logic.

javascriptAArt of Problem Solving
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6
Behavioral & Leadership3 questions · ~25 min
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7
More topics1 question · ~8 min
Design and Reflect on A/B TestMedium

Describe an A/B test you ran, what question it answered, how you measured success, and what you learned from the results.

ExperimentationGuardrail MetricsA/B TestingAArt of Problem Solving
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