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Acumen Interview Questions

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

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1
SQL & Data ManipulationStart here. 5 questions · ~50 min
2
Coding5 questions · ~50 min
Moving Average for Time SeriesEasy
Practice

Calculate each rolling average in a price series using a fixed-size sliding window and running sum.

MathArraysTime SeriesAcumen
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3
Statistics & Probability5 questions · ~50 min
Explaining P Values ClearlyEasy

Explain what a p-value means, how it relates to statistical significance, and how to describe it clearly to non-technical stakeholders.

CommunicationStatistical SignificanceP-ValuesAcumen
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4
Metrics5 questions · ~50 min
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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5
Execution5 questions · ~50 min
Manage Technical Debt DeliberatelyMedium

Explain how you would prioritize and execute technical debt work without losing stakeholder alignment or delivery momentum.

Trade-offsRisk AssessmentScope ManagementAcumen
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6
Strategy5 questions · ~50 min
Sizing an Untapped Product MarketHard

Framework for estimating TAM, adoption, and revenue for a new product launch in an untapped market.

revenue modelnew product launchMarket SizingAcumen
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7
More topics20 questions · ~202 min
Design Test for New FeatureMedium

Design an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.

experiment designfeature evaluationA/B TestingAcumen
Prioritize User Problems with DataMedium

Framework for using product data to identify and prioritize the user problem that should be solved first.

Feature PrioritizationUser NeedsPain PointsAcumen
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