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Updated weekly · Last refresh Aug 30

Unknowns Research Analyst Interview Questions

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

24questions
~3htotal time
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1
MetricsStart here. 6 questions · ~49 min
Analyze User Engagement Drop After Feature ReleaseMedium

Assess the 15% drop in user engagement after a new app feature release and propose metric decomposition strategies.

Unknowns
Diagnose Facebook DAU DropMedium

Investigate a sudden Facebook DAU decline by separating data issues from real product or platform-driven behavior changes.

KPIsLeading IndicatorsDiagnosisUnknowns
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2
Product Sense6 questions · ~49 min
Explain Research to Non ExpertsEasy

Approach for translating a complex research result into a clear, useful message for a non-expert audience.

User NeedsValue PropositionProduct VisionUnknowns
Research Motivation Product LensEasy

Explain what drives strong research work and how that motivation connects to user value and product outcomes.

User NeedsValue PropositionUnknowns
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3
Statistics & Probability5 questions · ~41 min
A/B Testing for Product FeaturesMedium

Explain how to design and evaluate an A/B test for a product feature, including metrics, MDE, sample size, and guardrails.

Hypothesis TestingStatistical SignificanceA/B TestingUnknowns
Valid Analysis With Incomplete DataMedium

Tests your ability to handle missingness and maintain statistical validity.

Confidence IntervalsExperimentationSample SizeUnknowns
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4
Behavioral & Leadership5 questions · ~41 min
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5
More topics2 questions · ~16 min
Financial Analysis Driving Business DecisionsEasy

Describe a time your financial analysis changed a business decision, with clear business impact and strong commercial judgment.

EstimationGrowth StrategyDiagnosisUnknowns
Writing a Simple SQL QueryEasy

Tests practical SQL skills for extracting and shaping data for analysis.

JoinsData WranglingAggregationsUnknowns
Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 24 questions plus 3 hands-on drills to finish this plan.