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Updated weekly · Last refresh Aug 30

University of Rochester Medical Center Data Scientist Interview Questions

The questions to prepare for a University of Rochester Medical Center Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

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1
Machine LearningStart here. 6 questions · ~48 min
Handling Missing Data in MLMedium

Explain practical strategies for handling missing data and how to validate that the chosen approach improves model performance.

Feature EngineeringData WranglingSupervised LearningUniversity of Rochester Medical Center
Describe an ML Project You BuiltMedium

Describe a machine learning project, from problem framing and feature work to model training and evaluation.

Cross-ValidationFeature EngineeringSupervised LearningUniversity of Rochester Medical Center
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2
Statistics & Probability3 questions · ~24 min
Statistical Techniques for AnalysisEasy

Tests breadth and appropriateness of statistical methods for real-world data analysis.

RegressionCorrelationHypothesis TestingUniversity of Rochester Medical Center
Impactful Analysis on ProjectsMedium

Tests ability to translate statistical results into decisions and measurable project outcomes.

RegressionCorrelationCausal InferenceUniversity of Rochester Medical Center
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3
More topics4 questions · ~32 min
Design Personalized Job RecommendationsMedium

Design an end-to-end ML system for personalized job recommendations at marketplace scale, including retrieval, ranking, serving, and monitoring.

Feature StoreFeature DriftModel ServingUniversity of Rochester Medical Center
Improve Model AccuracyMedium

Approach for improving a model's accuracy by checking errors, features, and tuning choices.

Hyperparameter TuningCross-ValidationAccuracyUniversity of Rochester Medical Center
Resolving a Data IssueMedium

Tests your data troubleshooting skills and your ability to protect model and analysis quality.

JoinsData WranglingAggregationsUniversity of Rochester Medical Center
Diagnosing Model Performance DropsHard

Tests your monitoring, debugging, and root-cause analysis skills for production models.

PrecisionAccuracyRecallUniversity of Rochester Medical Center

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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 13 questions plus 3 hands-on drills to finish this plan.