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OTIS Interview Questions

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

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1
CodingStart here. 6 questions · ~51 min
2
Execution7 questions · ~60 min
Balancing Speed Quality and ScopeHard

Describe a time you had to choose between speed, quality, and scope, and how you aligned stakeholders around the trade-off.

Trade-offsRisk AssessmentScope ManagementOTIS
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3
Machine Learning6 questions · ~51 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffOTIS
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4
Metrics7 questions · ~60 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 IndicatorsOTIS
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5
Product Sense6 questions · ~51 min
Incorporate User Feedback EffectivelyEasy

Approach for turning user feedback into product decisions without overreacting to isolated requests.

User ResearchFeature PrioritizationPain PointsOTIS
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6
Statistics & Probability3 questions · ~26 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 TestingOTIS
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7
More topics15 questions · ~129 min
Balancing Near-Term and Long-Term BetsHard

Approach for balancing immediate delivery pressure with long-term strategic initiatives.

Trade-offsRoadmappingGrowth StrategyOTIS
Optimizing Slow Queries at ScaleHard

Explain how to diagnose and optimize a slow PostgreSQL query on large Apidel Technologies datasets.

SubqueriesJoinsData WranglingOTIS
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.