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Epic Games Data Scientist Interview Questions

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

30questions
~4htotal time
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1
Statistics & ProbabilityStart here. 5 questions · ~44 min
2
Machine Learning4 questions · ~35 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 TradeoffEpic Games
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3
Metrics7 questions · ~62 min
Key Insights From Masked DataMedium

Tests exploratory analysis skills and ability to communicate findings from limited data.

RetentionDiagnosisEngagement MetricsEpic Games
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4
SQL & Data Manipulation5 questions + 2 drills · ~64 min
5
Product Sense3 questions · ~26 min
Motivation for Epic GamesEasy

Tests motivation alignment with Epic Games and the gaming domain.

User NeedsValue PropositionProduct VisionEpic Games
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6
More topics6 questions · ~53 min
Choosing Classification Evaluation MetricsEasy

Explain which classification metrics to use and how metric choice depends on the business objective and error tradeoffs.

PrecisionAccuracyRecallEpic Games
Reproducible Across TeamsEasy

Tests scalable practices for sharing, standardizing, and validating analytics work.

OrchestrationDependenciesQualityEpic Games
Challenging Experiment ExperienceMedium

Evaluates your experimental thinking, troubleshooting, and learning from difficult A/B testing scenarios.

experienceEpic Games
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