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Prep plan
Updated weekly · Last refresh Oct 17

Coalition Greenwich Data Scientist Interview Questions

The questions to prepare for a Coalition Greenwich Data Scientist interview. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 8 questions + 2 drills · ~88 min
2
Machine Learning12 questions · ~103 min
Optimize Model PerformanceMedium

Tune a supervised model to improve generalization and choose the best operating point from validation results.

Hyperparameter TuningCross-ValidationRegularizationCoalition Greenwich
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3
Statistics & Probability8 questions · ~68 min
Testing Engagement Change for NoiseMedium

Decide whether a change in user engagement is statistically real using hypothesis testing and confidence intervals.

Confidence IntervalsHypothesis TestingStatistical SignificanceCoalition Greenwich
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4
A/B Testing & Experimentation6 questions · ~51 min
Design an Installment-Flow ExperimentMedium

Design an A/B test for a new checkout installment-flow feature, including metrics, power, guardrails, and a disciplined ship decision.

ExperimentationHypothesis TestingA/B TestingCoalition Greenwich
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5
Metrics3 questions · ~26 min
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisCoalition Greenwich
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6
Product Sense8 questions · ~68 min
Key Components of Data ScienceMedium

Tests end-to-end thinking from problem framing to delivery and measurement.

successCoalition Greenwich
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7
More topics5 questions · ~43 min
Reproducibility in Data Science ProjectsMedium

Assesses your end-to-end reproducibility practices across data, code, and experiments.

best practicesreproducibilityCoalition Greenwich
Assess ML Model PerformanceMedium

Tests evaluation methodology and metric selection for model quality.

model performanceevaluation metricsassessmentCoalition Greenwich
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.