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PharmaACE Interview Questions

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

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1
SQL & Data ManipulationStart here. 15 questions + 2 drills · ~144 min
2
Strategy14 questions · ~115 min
Tell Me About YourselfEasy

Tests your ability to deliver a clear, relevant introduction tailored to the role at Aqr.

Competitive AnalysisGo-to-MarketPharmaACE
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3
Execution3 questions · ~25 min
Scalable and Maintainable CodeMedium

Tests engineering practices for architecture, code quality, testing, and long-term maintainability.

code qualityscalabilityPharmaACE
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4
Metrics7 questions · ~58 min
Identify Key Opinion LeadersHard

Tests your ability to derive KOL insights from prescribing data and define selection criteria.

KPIPharmaACE
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5
Product Sense3 questions · ~25 min
Estimate Primary Care PhysiciansMedium

Tests your ability to build a defensible estimation model with limited direct data.

EstimationassumptionsMarket SizingPharmaACE
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6
Statistics & Probability3 questions · ~25 min
Correlation vs Causation in HealthcareEasy

Tests your ability to reason about statistical relationships in a biotech and pharmaceuticals context.

CorrelationCausal InferencePharmaACE
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7
More topics5 questions · ~41 min
ETL, Tableau, and Data BlendingMedium

Evaluates your ability to build end-to-end analytics pipelines and reporting workflows.

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