Top 35
Prep plan
Updated weekly · Last refresh Aug 30

GEN Marketing Analytics Specialist Interview Questions

The questions to prepare for a GEN Marketing Analytics Specialist interview. Questions from real interview reports rank first. Updated weekly.

35questions
~5htotal time
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1
Statistics & ProbabilityStart here. 4 questions · ~32 min
Correlation Versus Causation in MarketingEasy

Explain why an observed marketing relationship can be correlated without being causal, and how you would validate a true causal effect.

CorrelationHypothesis TestingCausal InferenceGEN
Predict User Churn ModelingMedium

Tests statistical modeling approach and feature thinking for churn prediction.

predictive modelingData AnalysisGEN
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2
Metrics3 questions · ~24 min
Freemium Metrics That MatterMedium

Tests metric selection aligned to Freemium funnels and monetization goals.

product metricsGEN
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3
SQL & Data Manipulation9 questions + 3 drills · ~103 min
4
Product Sense3 questions · ~24 min
Prioritize Segments for LaunchMedium

Tests segmentation strategy and prioritization using data-driven criteria.

product launchdata-driven decisionsGEN
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5
A/B Testing & Experimentation3 questions · ~24 min
A/B Test Unsubscribe FlowHard

Tests experimentation design, guardrails, and success metrics for lifecycle flows.

user experienceA/B TestingGEN
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6
Strategy3 questions · ~24 min
Diagnose CAC SpikesHard

Tests structured debugging of marketing spend and funnel metrics to isolate CAC drivers.

root cause analysiscost analysisGEN
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7
More topics10 questions · ~81 min
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The finish line: interview-readyComplete all 35 questions plus 3 hands-on drills to finish this plan.