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McKinsey & Interview Questions

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

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1
SQL & Data ManipulationStart here. 5 questions · ~53 min
2
Coding4 questions · ~42 min
Maximum Sum Contiguous SubarrayEasy
Practice
Recently asked

Use Kadane's algorithm to find the contiguous subarray with the largest sum in linear time.

Dynamic ProgrammingArraysGreedyMcKinsey &
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3
Strategy4 questions · ~42 min
Operational Cost Reduction FrameworkMedium
Recently asked

Frameworks to identify manufacturing cost savings while protecting quality and operational performance.

Strategic PlanningCost-Benefit AnalysisBusiness AcumenMcKinsey &
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4
Pipelines5 questions · ~53 min
Data Quality and Schema EvolutionMedium
Recently asked

Approach for handling schema changes and data quality checks in a high-volume data lake pipeline.

schema evolutionData ModelingQualityMcKinsey &
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5
Metrics5 questions · ~53 min
Analyze a Successful CampaignEasy

Describe how you would evaluate a successful marketing campaign using funnel KPIs, conversion, and ROI.

KPIsDiagnosisEngagement MetricsMcKinsey &
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6
Execution4 questions · ~42 min
Balancing Scope Timeline Budget Trade-offsMedium

Explain how you would make scope, timeline, and budget trade-offs under delivery pressure while managing risk and stakeholder expectations.

Trade-offstimelineScope ManagementMcKinsey &
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7
More topics23 questions · ~243 min
Handle Imbalanced Classification DataMedium
Recently asked

Build a classifier for a highly imbalanced dataset and choose metrics, sampling, and thresholds that fit the minority class.

Cross-ValidationFeature EngineeringSupervised LearningMcKinsey &
Correlation Versus Causation ExplanationMedium

Explain why correlation measures association, while causation requires evidence that changing one variable changes the other.

CorrelationCausal InferenceCommunicationMcKinsey &
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