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Compass Interview Questions

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

50questions
~9htotal time
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1
CodingStart here. 6 questions · ~62 min
2
SQL & Data Manipulation5 questions + 2 drills · ~71 min
3
Pipelines5 questions · ~51 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityCompass
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4
Product Sense5 questions · ~51 min
Balance User Needs and GoalsMedium

Explain how you balanced user needs with business goals in a product decision, including trade-offs and outcomes.

Feature PrioritizationUser NeedsValue PropositionCompass
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5
Machine Learning4 questions · ~41 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffCompass
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6
Metrics5 questions · ~51 min
Measure Marketing Campaign SuccessEasy

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

Funnel AnalysisKPIsLeading IndicatorsCompass
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7
More topics20 questions · ~206 min
Significance of A/B TestingEasy

Explain why A/B testing matters in marketing analytics and how it supports causal, metric-driven campaign decisions.

ExperimentationGuardrail MetricsA/B TestingCompass
Managing Critical Cross-Team DependencyMedium

Explain how you would manage a project at risk due to a slipping dependency owned by another team.

Risk AssessmentDependenciesScope ManagementCompass
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.