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Descartes Underwriting Data Scientist Interview Questions

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

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 7 questions + 2 drills · ~78 min
2
Metrics6 questions · ~50 min
Metrics for a New LaunchEasy

Define the core metrics for a new product launch, from early adoption and activation to retention and long-term value.

Lagging IndicatorsKPIsLeading IndicatorsDDescartes Underwriting
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3
A/B Testing & Experimentation4 questions · ~33 min
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchDDescartes Underwriting
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4
Pipelines7 questions · ~58 min
Data Governance in PipelinesMedium

Describe a practical approach to data governance across shared data pipelines, including quality, ownership, lineage, and controlled data access.

InfrastructureQualityDDescartes Underwriting
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5
Machine Learning7 questions · ~58 min
Predict Customer BehaviorMedium

Train a supervised model to predict customer behavior from historical activity, profile, and interaction data.

Cross-ValidationFeature EngineeringSupervised LearningDDescartes Underwriting
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6
Product Sense6 questions · ~50 min
Define Metrics for New FeaturesMedium

Define a success metric for a new feature that captures real user value, not just raw usage.

MetricsFeature Prioritizationuser valueDDescartes Underwriting
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7
More topics13 questions · ~108 min
Explaining P Values ClearlyEasy

Explain what a p-value means, how it relates to statistical significance, and how to describe it clearly to non-technical stakeholders.

CommunicationStatistical SignificanceP-ValuesDDescartes Underwriting
Best Practices for Model EvaluationMedium

Explain the best practices for evaluating a model and choosing metrics that match the task.

PrecisionAccuracyRecallDDescartes Underwriting
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.