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Recursion Pharmaceuticals Interview Questions

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

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1
SQL & Data ManipulationStart here. 6 questions + 2 drills · ~72 min
2
Coding6 questions · ~52 min
Day-of-Week LogicHard
Practice

Calculate a Gregorian date's weekday from a known reference weekday using leap-year arithmetic.

AlgorithmsRecursion Pharmaceuticals
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3
Machine Learning6 questions · ~52 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 TradeoffRecursion Pharmaceuticals
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4
System Design5 questions · ~44 min
Design Feature Drift Monitoring SystemHard

Design a production ranking system with robust feature drift monitoring across batch and real-time features at high QPS.

Feature StoreFeature DriftModel ServingRecursion Pharmaceuticals
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5
A/B Testing & Experimentation5 questions · ~44 min
Avoid Pitfalls in Online ExperimentsHard

Explain common online experimentation pitfalls and how to design, analyze, and decide in ways that avoid false wins.

Network InterferenceNovelty EffectSample Ratio MismatchRecursion Pharmaceuticals
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6
Statistics & Probability6 questions · ~52 min
Experiment Design for HypothesesMedium

Tests your ability to design rigorous experiments aligned to testable hypotheses.

ExperimentationHypothesis TestingPower AnalysisRecursion Pharmaceuticals
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7
More topics16 questions · ~139 min
Motivation in Data-Driven Product WorkEasy

Explain what drives strong performance in a data-driven product environment and how that motivation connects to impact.

User NeedsValue PropositionProduct VisionRecursion Pharmaceuticals
Evaluate Predictive Power of a ModelMedium

Assess whether a model has real predictive power using validation performance, calibration, and threshold behavior.

Cross-ValidationMAERMSERecursion Pharmaceuticals
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