Top 48
Prep plan
Updated weekly · Last refresh Oct 15

Acumen Data Scientist Interview Questions

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

48questions
~7htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 2 drills · ~53 min
2
Metrics8 questions · ~66 min
Evaluate A/B Test Results for New FeatureMedium

Assess the impact of a new feature on conversion rates through A/B testing analysis and statistical significance evaluation.

ExperimentationA/B TestingAcumen
Investigate User Engagement DeclineMedium

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

RetentionDiagnosisEngagement MetricsAcumen
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3
Statistics & Probability11 questions · ~91 min
Conditional Probability in Diagnostic TestingMedium

Evaluates your ability to apply conditional probability to real-world diagnostic scenarios.

Conditional ProbabilityAcumen
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4
Product Sense7 questions · ~58 min
Measuring Policy Program SuccessMedium

Tests your ability to define outcomes and success metrics for Acumen’s policy and program work.

success metricsAcumen
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5
A/B Testing & Experimentation8 questions · ~66 min
Pitfalls in Concurrent ExperimentsMedium

Assesses your ability to avoid bias and interference when multiple experiments run at once.

A/B TestingAcumen
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6
Behavioral & Leadership8 questions · ~66 min
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7
More topics2 questions · ~17 min
Metrics for Imbalanced ClassificationMedium

Assesses your ability to select evaluation metrics aligned to class imbalance.

ClassificationModel EvaluationAcumen
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The finish line: interview-readyComplete all 48 questions plus 2 hands-on drills to finish this plan.