Indeed Data Scientist Interview Questions

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

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Pitfalls in Hypothesis Testing

Medium

Tests statistical rigor and risk management for incorrect conclusions in data analysis.

Hypothesis Testingrisk mitigation

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Job Recommendation System Design

Medium

Tests system design and modeling choices for large-scale job recommendations.

user experienceRecommendation Systems

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Model Looks Good, Feedback Is Bad

Medium

Tests product sense and diagnosis of model issues using user-centric signals.

product improvementModel Evaluationuser feedback

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SQL Window Functions Experience

Medium

Tests your mastery of advanced SQL patterns for analytics and feature creation.

Window FunctionsData Manipulationsql

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Ranking Model Technique Trade-offs

Hard

Tests ability to choose and justify ranking approaches under constraints and objectives.

Trade-offs

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Discuss Model Evaluation Techniques

Medium

Explain your approach to model evaluation, including how you choose and interpret metrics for different ML problems.

PrecisionAccuracyRecall

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