Top 24
Prep plan
Updated weekly · Last refresh Oct 17

ESPN Research Scientist Interview Questions

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

24questions
~3htotal time
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1
Machine LearningStart here. 3 questions · ~26 min
Optimizing Model PerformanceMedium

Explain how to improve model performance using validation, regularization, and tuning while protecting generalization.

Hyperparameter TuningCross-ValidationBias-Variance TradeoffESPN
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffESPN
Predicting Player InjuriesMedium

Tests your machine learning workflow for prediction, including features, labels, and evaluation.

Hyperparameter TuningFeature EngineeringSupervised LearningESPN
2
Statistics & Probability3 questions · ~26 min
Goals Against Average CalculationMedium

Evaluates your ability to compute a common sports statistic accurately.

performance metricsESPN
Statistical Method and ApplicationMedium

Tests your depth of statistical knowledge and ability to apply methods to practical analytics work.

ExperimentationRegressionHypothesis TestingESPN
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3
Model Evaluation3 questions · ~26 min
Viewer Engagement for Content StrategyMedium

Tests your ability to connect analytics to content decisions using appropriate evaluation methods.

PrecisionAccuracyRecallESPN
Ad Placement Optimization MetricsMedium

Tests your understanding of objective metrics and tradeoffs for monetization and viewer experience.

AUC-ROCLiftThreshold TuningESPN
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4
Behavioral & Leadership14 questions · ~122 min
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5
More topics1 question · ~9 min
Correlation Coefficient FunctionMedium
Practice

Calculate Pearson correlation between two equal-length datasets, including zero-variance edge cases.

MathArraysMatrixESPN
The finish line: interview-readyComplete all 24 questions to finish this plan.