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Updated weekly · Last refresh Aug 30

Acumen Data Analyst Interview Questions

The questions to prepare for a Acumen Data Analyst interview. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 18 questions + 1 drill · ~168 min
2
Statistics & Probability18 questions · ~158 min
Explaining Statistical Power for Email TestsEasy

Quantify statistical power for an email A/B test and explain why a small sample may miss a real 2-point lift in open rate.

Statistical SignificancePower AnalysisSample SizeAcumen
P-Value and Power for Button RedesignEasy

Use a two-proportion z-test and power analysis to explain whether a 1-point signup lift from a button redesign is statistically credible.

Hypothesis TestingPower AnalysisP-ValuesAcumen
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3
Metrics7 questions · ~62 min
Diagnose a Sudden DAU DropHard

Investigate whether an 8.2% DAU decline is driven by product breakage, logging issues, or normal seasonal patterns.

DAU/MAUDiagnosisTime SeriesAcumen
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisAcumen
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4
Behavioral & Leadership5 questions · ~44 min
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5
More topics2 questions · ~18 min
Define Value MetricsMedium

Tests product sense and metric design focused on meaningful outcomes for stakeholders and policy users.

User NeedsValue PropositionProduct VisionAcumen
Partner on Feature InstrumentationMedium

Tests collaboration with engineering and event design to support reliable measurement.

ETLData ModelingQualityAcumen
The finish line: interview-readyComplete all 50 questions plus 1 hands-on drill to finish this plan.