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Arrowstreet Capital Data Scientist Interview Questions

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

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Guaranteed Matching Pair in Socks
Easy

Use worst-case reasoning to find the minimum number of sock draws needed to guarantee a matching pair.

combinatoricsExpected ValueConditional Probability
Arrowstreet Capital
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OLS Assumptions and Violations
Medium

Tests understanding of OLS assumptions, inference, and consequences for model validity.

BiasRegressionSupervised Learning
Arrowstreet Capital
Ridge and Lasso for Noisy Data
Medium

Tests tradeoffs between bias-variance, regularization, and interpretability for noisy signals.

Bias-Variance TradeoffRegularizationRegression
Arrowstreet Capital
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Pitfalls in Financial A/B Tests
Hard

Tests awareness of bias, leakage, and statistical pitfalls specific to trading and portfolio decisions.

Network InterferenceNovelty EffectSample Ratio Mismatch
Arrowstreet Capital
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SQL Rank Top 3 Per Region
Medium

Tests window function mastery and correct ranking logic for region-level performance reporting.

Window FunctionsRankingAggregations
Arrowstreet Capital
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Define Feature Success Metrics
Medium

Framework for choosing a feature's primary success metric and guardrails before launch.

MetricsFeature PrioritizationProduct Vision
Arrowstreet Capital

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