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The Plymouth Rock Data Scientist Interview Questions

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

35questions
~5htotal time
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1
Product SenseStart here. 4 questions · ~33 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 valueTThe Plymouth Rock
Precision vs Recall for FraudMedium

Evaluates how you tune classification trade-offs for fraud detection outcomes.

PrecisionRecallTThe Plymouth Rock
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2
Statistics & Probability6 questions · ~49 min
Sample Size for A/B TestsEasy

Choose sample size and runtime by combining baseline rate, MDE, alpha, power, and expected traffic.

Power AnalysisSample SizeA/B TestingTThe Plymouth Rock
Statistical Significance in Business DecisionsEasy

Explain what statistical significance means, how p-values and confidence intervals support decisions, and why significance alone is not enough.

Hypothesis TestingStatistical SignificanceP-ValuesTThe Plymouth Rock
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3
A/B Testing & Experimentation3 questions · ~25 min
Statistical Significance in A/B TestingMedium

Tests your understanding of hypothesis testing and how it informs decisions in experiments.

experiment designStatistical SignificanceA/B TestingTThe Plymouth Rock
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4
SQL & Data Manipulation5 questions + 3 drills · ~71 min
5
Machine Learning6 questions · ~49 min
Explain Decision Tree ModelsMedium

Evaluates foundational machine learning knowledge and ability to describe core model behavior.

Decision TreesTThe Plymouth Rock
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6
Behavioral & Leadership10 questions · ~82 min
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7
More topics1 question · ~8 min
Analyze User Engagement Drop After Feature ReleaseMedium

Assess the 15% drop in user engagement after a new app feature release and propose metric decomposition strategies.

TThe Plymouth Rock
The finish line: interview-readyComplete all 35 questions plus 3 hands-on drills to finish this plan.