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Updated weekly · Last refresh Aug 30

Plymouth Rock Assurance Data Scientist Interview Questions

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

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 2 drills · ~54 min
2
Metrics4 questions · ~34 min
Diagnose a Conversion DropHard

Investigate whether a conversion drop came from product friction, traffic mix, or an experiment artifact.

Funnel AnalysisConversion RateDiagnosisPlymouth Rock Assurance
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3
A/B Testing & Experimentation6 questions · ~50 min
Guardrails for a Pricing Change TestMedium

Define guardrail metrics and power for a pricing change A/B test without shipping a revenue lift that hurts conversion or rider experience.

ExperimentationGuardrail MetricsA/B TestingPlymouth Rock Assurance
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4
Statistics & Probability6 questions · ~50 min
Interpreting P Values in TestingEasy

Explain what a p-value means in hypothesis testing and how it relates to statistical significance.

Hypothesis TestingStatistical SignificanceP-ValuesPlymouth Rock Assurance
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5
Machine Learning13 questions · ~109 min
Handling Missing Values in MLEasy

Explain practical strategies for handling missing values in a supervised learning workflow, from diagnosis to modeling and validation.

Cross-ValidationFeature EngineeringRegularizationPlymouth Rock Assurance
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6
Behavioral & Leadership13 questions · ~109 min
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7
More topics4 questions · ~34 min
Evaluate Precision and Recall TradeoffsMedium

Assess precision and recall for a model and explain how the threshold changes the tradeoff.

F1 ScorePrecisionRecallPlymouth Rock Assurance
Product Metric Framework for PortalMedium

Tests your ability to define metrics, leading indicators, and measurement strategy for product success.

North Star MetricKPIsProduct VisionPlymouth Rock Assurance
End-to-End Fraud Detection PipelineHard

Evaluates your system design thinking for productionizing a fraud model with monitoring and feedback loops.

Feature StoreFeature DriftModel ServingPlymouth Rock Assurance
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.