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World Wide Technology Data Scientist Interview Questions

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

50questions
~7htotal time
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1
System DesignStart here. 9 questions · ~81 min
2
Product Sense3 questions · ~27 min
3
A/B Testing & Experimentation7 questions · ~63 min
Monty Hall and Experimental ThinkingHard

Design an experiment comparing stay versus switch strategies, including power, metrics, randomization, and valid statistical interpretation.

experiment designMDEprimary metricsWorld Wide Technology
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4
SQL & Data Manipulation5 questions · ~45 min
Difference Between WHERE and HAVING ClausesEasy

Explain the differences between WHERE and HAVING clauses in SQL and when to use each.

JoinsData WranglingAggregationsWorld Wide Technology
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5
Metrics3 questions · ~27 min
Diagnose a Metric Drop After LaunchMedium
Recently asked

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisWorld Wide Technology
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6
Machine Learning7 questions · ~63 min
Supervised vs Unsupervised LearningEasy
Recently asked

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffWorld Wide Technology
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7
More topics16 questions · ~143 min
Choosing Classification Evaluation MetricsEasy
Recently asked

Explain which classification metrics to use and how metric choice depends on the business objective and error tradeoffs.

PrecisionAccuracyRecallWorld Wide Technology
Batch vs Streaming Data ProcessingEasy
Recently asked

Compare batch and streaming data processing, including when each fits best in a pipeline.

Stream ProcessingETLBatch ProcessingWorld Wide Technology
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