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Updated weekly · Last refresh Aug 30

Data-Tech Interview Questions

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

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1
MetricsStart here. 8 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 IndicatorsData-Tech
Measure Marketing Campaign SuccessEasy

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

Funnel AnalysisKPIsLeading IndicatorsData-Tech
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2
Execution30 questions · ~240 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 ManagementData-Tech
Recover a Slipping ProjectMedium

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

Success CriteriaRoadmappingRisk AssessmentData-Tech
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3
Product Sense4 questions · ~32 min
Research MotivationEasy

Tests intrinsic drivers and alignment with sustained research effort and learning.

User NeedsValue PropositionData-Tech
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4
More topics4 questions · ~32 min
SQL in Marketing AnalyticsEasy

Explain how SQL supports campaign analysis, KPI reporting, segmentation, and trend tracking in a marketing analytics role.

JoinsData WranglingAggregationsData-Tech
Complex Problem Solving ExampleMedium

Tests ability to tackle difficult analytical problems and explain your reasoning.

RegressionCorrelationCausal InferenceData-Tech
A/B vs Multivariate TestingEasy

Tests understanding of experimental design choices and when to use each testing method.

ExperimentationStatistical SignificanceA/B TestingData-Tech
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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 46 questions plus 3 hands-on drills to finish this plan.