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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 daily.

35questions
~5htotal time
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1
SQL & Data ManipulationStart here. 5 questions + 2 drills · ~63 min
2
Statistics & Probability6 questions · ~51 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
Product Sense4 questions · ~34 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
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4
Machine Learning6 questions · ~51 min
Explain Decision Tree ModelsMedium

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

Decision TreesTThe Plymouth Rock
ML and Stats Interview BasicsMedium

Assesses breadth of ML and statistics fundamentals typically covered in DS interviews.

Machine LearningstatisticsTThe Plymouth Rock
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5
A/B Testing & Experimentation3 questions · ~26 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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6
Behavioral & Leadership10 questions · ~86 min
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7
More topics1 question · ~9 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 2 hands-on drills to finish this plan.