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Updated weekly · Last refresh Aug 30

Oklahoma City Thunder Data Scientist Interview Questions

The questions to prepare for a Oklahoma City Thunder Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

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1
Machine LearningStart here. 4 questions · ~32 min
Predictive Score Model in RHard

Tests practical modeling skills and ability to implement a predictive workflow in R.

predictive modelingFeature Engineeringmodel trainingOklahoma City Thunder
Handling Class ImbalanceMedium

Tests your techniques for improving model learning under imbalanced data conditions.

data preprocessingClass ImbalanceOklahoma City Thunder
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2
Statistics & Probability3 questions · ~24 min
Meaning of Statistical SignificanceEasy

Tests your ability to interpret statistical significance for decision-making in sports analytics.

Hypothesis TestingStatistical SignificanceP-ValuesOklahoma City Thunder
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3
Behavioral & Leadership11 questions · ~88 min
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4
More topics6 questions · ~48 min
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisOklahoma City Thunder
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 MismatchOklahoma City Thunder
SQL Rolling Averages Over 10 GamesMedium

Tests your ability to write efficient SQL for time-windowed player metrics.

Window FunctionsDate FunctionsRunning TotalsOklahoma City Thunder
Metrics for Draft Prospect SuccessMedium

Tests your ability to select evaluation metrics aligned with the business outcome.

ClassificationAccuracyModel MetricsOklahoma City Thunder
Dashboard Product MetricsMedium

Tests your product sense for defining measurable outcomes in sports analytics workflows.

MetricsUser NeedsProduct VisionOklahoma City Thunder
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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 24 questions plus 3 hands-on drills to finish this plan.