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DMI Interview Questions

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

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1
CodingStart here. 7 questions · ~66 min
2
Execution7 questions · ~66 min
Recover a Slipping ProjectMedium

Explain how you would diagnose and recover a project that is falling behind schedule without losing stakeholder trust.

Success CriteriaRoadmappingRisk AssessmentDMI
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3
Metrics7 questions · ~66 min
Measure Marketing Campaign SuccessEasy

Define campaign success using business KPIs, funnel conversion, acquisition cost, and leading indicators tied to outcomes.

Funnel AnalysisKPIsLeading IndicatorsDMI
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4
System Design6 questions · ~57 min
Design Feature Drift Monitoring SystemHard

Design a production ranking system with robust feature drift monitoring across batch and real-time features at high QPS.

Feature StoreFeature DriftModel ServingDMI
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5
Pipelines6 questions · ~57 min
Batch vs Streaming Data ProcessingEasy

Compare batch and streaming data processing, including when each fits best in a pipeline.

Stream ProcessingETLBatch ProcessingDMI
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6
Product Sense6 questions · ~57 min
Prioritize Marketing Strategy DataMedium

Framework for deciding which data matters most when shaping a marketing strategy.

Feature PrioritizationUser NeedsProduct VisionDMI
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7
More topics11 questions · ~104 min
Marketing Campaign A/B Test DesignMedium

Design a marketing campaign experiment with a pre-registered metric plan, power calculation, and ship rule that respects guardrails.

ExperimentationHypothesis TestingA/B TestingDMI
SQL vs NoSQL DifferencesMedium

Tests understanding of data storage trade-offs and when to choose different database paradigms.

nosqlsqlDMI
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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.