Goldman Sachs Bank Quantitative Analyst Interview Questions

The questions to prepare for a Goldman Sachs Bank Quantitative Analyst interview. Questions from real interview reports rank first. Updated weekly.

Explain how to derive time and space complexity for a coding solution and justify the final Big O bounds.

Egg Dropping Optimization

Hard

Tests dynamic programming and optimal decision-making under uncertainty.

Dynamic Programmingoptimization

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Two-Player Coin Game Strategy

Hard

Tests game theory reasoning and optimal strategy design.

optimization

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Assesses statistical understanding of dependence versus correlation.

OLS Solution and Interpretation

Medium

Assesses your understanding of OLS estimation and its statistical meaning.

statistics

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Black-Scholes Model Tradeoffs

Medium

Assesses your understanding of options pricing assumptions and practical application.

Financial Modeling

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Map Asset Weight Changes

Medium

Evaluates your ability to reason about portfolio construction under changing correlations.

Correlation

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Recursion and Probability Brain Teaser

Medium

Assesses problem-solving with recursion and foundational probability reasoning.

linear regression

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