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Unknowns Interview Questions

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

50questions
~9htotal time
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1
CodingStart here. 6 questions · ~64 min
2
SQL & Data Manipulation5 questions + 2 drills · ~73 min
3
Pipelines5 questions · ~53 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityUnknowns
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4
Execution6 questions · ~64 min
Project Challenges and SolutionsEasy
Recently asked

Describe an embedded project challenge, how you mitigated risk, managed stakeholders, and made trade-offs to deliver.

Trade-offsRisk AssessmentScope ManagementUnknowns
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5
Statistics & Probability6 questions · ~64 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
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6
Metrics6 questions · ~64 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 IndicatorsUnknowns
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7
More topics16 questions · ~170 min
Approach User Research in DesignEasy

Explain a practical approach to user research in the design process, from understanding user needs to turning findings into design decisions.

Jobs to Be DoneUser ResearchUser NeedsUnknowns
Analyze a New Product CategoryHard

Approach for analyzing whether a new product category is worth entering and how to size and frame the opportunity.

Competitive AnalysisGrowth StrategyMarket SizingUnknowns
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.