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Updated weekly · Last refresh Aug 30

T. Rowe Price Data Scientist Interview Questions

The questions to prepare for a T. Rowe Price Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

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~3htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~46 min
2
Machine Learning5 questions · ~43 min
L1 vs L2 RegularizationMedium

Explain how L1 and L2 regularization differ geometrically and probabilistically, grounded in a practical supervised learning example.

Feature EngineeringRegularizationSupervised LearningT. Rowe Price
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3
Behavioral & Leadership8 questions · ~68 min
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4
More topics8 questions · ~68 min
Marketing Campaign A/B Test DesignMedium

Design a marketing campaign experiment with a pre-registered metric plan, power calculation, and ship rule that respects guardrails.

ExperimentationHypothesis TestingA/B TestingT. Rowe Price
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisT. Rowe Price
Metrics for Rare Event ModelsMedium

Tests your ability to choose appropriate evaluation metrics under class imbalance and rare-event settings.

ClassificationAccuracyModel MetricsT. Rowe Price
Recommendation Engine for Portfolio ManagersHard

Tests your data strategy and success metrics for ML recommendations in an investment decision workflow.

RetrievalModel EvaluationRecommendation SystemsT. Rowe Price
Statistical Significance for Metric ChangesMedium

Tests your ability to apply statistical testing to decide whether observed metric changes are real.

Hypothesis TestingStatistical SignificanceP-ValuesT. Rowe Price
What You Do Outside WorkEasy

Tests personality and your ability to maintain balance while working on Akima projects.

User SegmentsUser NeedsT. Rowe Price
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