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Eab (Education Advisory Board) Data Scientist Interview Questions

The questions to prepare for a Eab (Education Advisory Board) Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

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1
Statistics & ProbabilityStart here. 5 questions · ~41 min
2
Metrics3 questions · ~25 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 IndicatorsDiagnosisEab (Education Advisory Board)
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3
Machine Learning4 questions · ~33 min
Predict Student Attrition With MLMedium

Tests model selection, evaluation strategy, and understanding of attrition prediction challenges.

Cross-ValidationFeature EngineeringSupervised LearningEab (Education Advisory Board)
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4
Behavioral & Leadership8 questions · ~66 min
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5
More topics8 questions · ~66 min
Design Test for New FeatureMedium

Design an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.

experiment designfeature evaluationA/B TestingEab (Education Advisory Board)
Batch vs Stream Processing Trade-offsMedium

Compare batch and stream processing across latency, complexity, cost, and data quality in a modern analytics pipeline.

InfrastructureStream ProcessingETLEab (Education Advisory Board)
List Intersection in CodeEasy

Tests ability to implement basic data manipulation logic correctly.

SubqueriesJoinsData WranglingEab (Education Advisory Board)
End-to-End Recommender System DesignHard

Tests system design for ML recommendations, including data, modeling, and evaluation.

RetrievalModel ServingRecommendation SystemsEab (Education Advisory Board)
Collect Data to Improve PerformanceMedium

Tests product sense and data requirements for measurable improvements.

User NeedsPain PointsProduct VisionEab (Education Advisory Board)
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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 28 questions plus 3 hands-on drills to finish this plan.