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Updated weekly · Last refresh Aug 30

GrubMarket Data Scientist Interview Questions

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

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1
A/B Testing & ExperimentationStart here. 3 questions · ~25 min
2
Statistics & Probability3 questions · ~25 min
Mean and Standard Deviation BasicsEasy

Compute the mean and standard deviation of a dataset, and distinguish the sample standard deviation from the population version.

DistributionsVarianceExpected ValueGrubMarket
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3
Machine Learning6 questions · ~50 min
Supervised vs Unsupervised LearningEasy

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

Unsupervised LearningFeature EngineeringBias-Variance TradeoffGrubMarket
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4
Metrics3 questions · ~25 min
Visualize Metrics to Show TrendsEasy

Choose visuals that make trend direction, comparisons, and KPI drivers easy to understand at a glance.

KPIsLeading IndicatorsDiagnosisGrubMarket
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5
Product Sense3 questions · ~25 min
Data-Driven Supply Chain StrategyHard

Tests your ability to translate data into operational improvements across the supply chain.

Value PropositionUse CasesProduct VisionGrubMarket
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6
Behavioral & Leadership6 questions · ~50 min
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7
More topics4 questions · ~33 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityGrubMarket
Model Evaluation MetricsEasy

Tests your ability to select appropriate metrics based on task type and business or research goals.

PrecisionAccuracyRecallGrubMarket
Cohort Conversion Rate ComparisonMedium

Tests your ability to structure cohort analysis queries and compute conversion metrics in SQL.

Window FunctionsCTEsAggregationsGrubMarket
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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.