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Updated weekly · Last refresh Aug 30

Disney Experiences Data Scientist Interview Questions

The questions to prepare for a Disney Experiences Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

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~3htotal time
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1
A/B Testing & ExperimentationStart here. 3 questions · ~24 min
Discovery UI Metrics and GuardrailsMedium

Define primary and guardrail metrics for a discovery UI test, with power, MDE, and a pre-registered analysis plan.

ExperimentationGuardrail MetricsA/B TestingDisney Experiences
Pitfalls in Streaming Experiment AnalysisHard

Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.

Network InterferenceNovelty EffectSample Ratio MismatchDisney Experiences
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2
Statistics & Probability3 questions · ~24 min
Sample Size and MDE SelectionHard

Tests experiment design choices like sample size and MDE for Disney Experiences booking conversion.

MDEPower AnalysisSample SizeDisney Experiences
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3
Product Sense3 questions · ~24 min
North Star and Leading IndicatorsMedium

Tests metric strategy for aligning product outcomes with leading indicators at Disney Experiences.

North Star MetricLeading IndicatorsProduct VisionDisney Experiences
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4
Behavioral & Leadership12 questions · ~96 min
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5
More topics5 questions · ~40 min
Handling Imbalanced Classification DataMedium

Explain how to train and evaluate a classifier when the positive class is rare and accuracy is misleading.

Hyperparameter TuningCross-ValidationFeature EngineeringDisney Experiences
Optimizing Slow Guest SQLHard

Tests performance tuning skills for large-scale guest transaction data at Disney Experiences.

Performance TuningsqlDisney Experiences
Metric Framework for App Adoption and RetentionHard

Tests end-to-end metric framework design for adoption and retention in Disney Experiences app features.

Retentionkpi hierarchyActivationDisney Experiences
Supervised vs Unsupervised SegmentationEasy

Tests understanding of learning paradigms and applying them to guest segmentation at Disney Experiences.

Unsupervised LearningSupervised LearningDisney Experiences
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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 26 questions plus 3 hands-on drills to finish this plan.