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Our Client Interview Questions

The questions to prepare for Our Client interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
ExecutionStart here. 4 questions · ~32 min
2
Pipelines7 questions · ~56 min
Data Quality and Schema EvolutionMedium

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

schema evolutionData ModelingQualityOOur Client
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3
SQL & Data Manipulation4 questions + 3 drills · ~62 min
4
Technical Fundamentals3 questions · ~24 min
Reproducible Git CollaborationMedium

Tests your engineering practices for versioning, testing, and maintainable collaboration in data codebases.

coding experienceversion controlcollaborationOOur Client
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5
System Design3 questions · ~24 min
Lakehouse Architecture Trade-OffsHard

Tests your understanding of lakehouse design decisions for performance, cost, and operational complexity.

system designStakeholder Managementdata architectureOOur Client
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6
Behavioral & Leadership23 questions · ~184 min
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7
More topics5 questions · ~40 min
Measure Marketing Campaign IncrementalityMedium

Design an incrementality test for a new customer marketing campaign with explicit MDE, guardrails, power, and rollout criteria.

ExperimentationHypothesis TestingGuardrail MetricsOOur Client
Cross-Border Payment ProtocolsMedium

Tests your product and domain understanding of cross-border payment mechanisms.

domain knowledgeOOur Client
Attribution Model DifferencesMedium

Tests your understanding of attribution approaches and when to use each for B2B measurement.

data-drivenattribution modelsOOur Client
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The finish line: interview-readyComplete all 49 questions plus 3 hands-on drills to finish this plan.