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Updated weekly · Last refresh Aug 30

The E.W. Scripps Data Scientist Interview Questions

The questions to prepare for a The E.W. Scripps Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

16questions
~2htotal time
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1
Statistics & ProbabilityStart here. 4 questions · ~33 min
2
Machine Learning4 questions · ~33 min
Prevent Overfitting in ML ModelsEasy

Explain how to reduce overfitting using regularization, validation, and model selection.

Cross-ValidationBias-Variance TradeoffRegularizationThe E.W. Scripps
Supervised vs Unsupervised LearningEasy

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

Unsupervised LearningFeature EngineeringBias-Variance TradeoffThe E.W. Scripps
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3
Metrics3 questions · ~25 min
Improving User EngagementMedium

Tests data-driven experimentation and metric selection to drive engagement outcomes.

Leading IndicatorsDAU/MAUEngagement MetricsThe E.W. Scripps
Acting on a Data TrendMedium

Tests analytical judgment, communication, and execution of data-informed decisions.

Lagging IndicatorsLeading IndicatorsDiagnosisThe E.W. Scripps
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4
More topics5 questions · ~41 min
Prioritize Features for a New ProductMedium

A framework for deciding which features should ship first when building a new product.

Feature PrioritizationUser Needsproduct developmentThe E.W. Scripps
Optimizing a Slow SQL QueryHard

Tests performance troubleshooting skills across query design, indexing, and execution plans.

SubqueriesJoinsCTEsThe E.W. Scripps
Evaluating Model PerformanceMedium

Tests model evaluation methodology, metrics selection, and validation practices.

performance metricsModel EvaluationvalidationThe E.W. Scripps
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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 16 questions plus 3 hands-on drills to finish this plan.