Top 38
Prep plan
Updated weekly · Last refresh Sep 10

Indeed Data Scientist Interview Questions

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

38questions
~5htotal time
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1
A/B Testing & ExperimentationStart here. 4 questions · ~32 min
2
Model Evaluation3 questions · ~24 min
Discuss Model Evaluation TechniquesMedium

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

PrecisionAccuracyRecallIndeed
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3
Statistics & Probability5 questions · ~40 min
Marble Probability With ReplacementHard

Evaluates your ability to compute probabilities for sampling with and without replacement.

probabilitystatisticsIndeed
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4
SQL & Data Manipulation5 questions + 3 drills · ~70 min
5
Product Sense3 questions · ~24 min
Choose the Right ApproachMedium

Evaluates your ability to justify modeling and analysis choices with trade-offs.

Decision Makinganalytical thinkingIndeed
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6
Machine Learning4 questions · ~32 min
Implement Gradient DescentHard

Evaluates your understanding of optimization and ability to implement it correctly.

Gradient DescentimplementationIndeed
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7
More topics14 questions · ~112 min
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisIndeed
Experience With NLPMedium

Assesses your hands-on NLP experience and practical understanding of NLP tasks.

experienceNLPIndeed
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The finish line: interview-readyComplete all 38 questions plus 3 hands-on drills to finish this plan.