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MCS Interview Questions

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

33questions
~4htotal time
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1
MetricsStart here. 8 questions · ~64 min
Measure Marketing Campaign SuccessEasy

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

Funnel AnalysisKPIsLeading IndicatorsMCS
Investigate User Engagement DeclineMedium

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement MetricsMCS
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2
Strategy4 questions · ~32 min
Develop a New Market GTM StrategyEasy

Approach for building a go-to-market strategy for a new market or solution.

Competitive AnalysisGo-to-MarketGrowth StrategyMCS
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3
Product Sense5 questions · ~40 min
Motivation in Mission Critical ProductsEasy

Explain what drives your best performance and connect it to building useful products for demanding users.

User NeedsValue PropositionProduct VisionMCS
Gather Client Feedback EffectivelyEasy

Approach for collecting client feedback in a structured way and turning it into clear product insights.

User ResearchUser NeedsPain PointsMCS
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4
Execution4 questions · ~32 min
Handle Objections from Potential ClientsMedium

Tests your objection handling skills and ability to protect deal momentum for Amplify.

Trade-offsSuccess CriteriaRisk AssessmentMCS
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5
Behavioral & Leadership10 questions · ~80 min
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6
More topics2 questions · ~16 min
Discuss Data Analysis Tooling ChoicesEasy

Explain how SQL fits with data analysis and visualization tools, and when to use each in an analytics workflow.

JoinsData WranglingAggregationsMCS
Useful Statistical MethodsMedium

Tests your statistical toolbox and how you apply methods to real marketing questions.

RegressionHypothesis TestingA/B TestingMCS
Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
Identify Funnel Bottlenecks in OnboardingHard
Practice
Practice drill

Use joins, CTEs, and aggregations to find the weakest step in an onboarding funnel and estimate lost conversions.

Funnel AnalysissqlDiagnosisAtlassianRevolut
Analyze Decision Impact by RegionEasy
Practice
Practice drill

Use joins, CASE WHEN, and date filtering to compare outcome rates before and after a decision.

Data WranglingDiagnosisAggregationsHarbourVest Partners
Daily Session Funnel Conversion RatesHard
Practice
Practice drill

Calculate daily session-level funnel conversion rates using CTEs, CASE WHEN, and date functions.

User NeedsData WranglingAggregations
The finish line: interview-readyComplete all 33 questions plus 3 hands-on drills to finish this plan.