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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 daily.

18questions
~3htotal time
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1
CodingStart here. 5 questions · ~47 min
Analyze Time and Space ComplexityEasy

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

Hash TablesArraysSortingGoldman Sachs Bank
Two-Player Coin Game StrategyHard

Tests game theory reasoning and optimal strategy design.

optimizationGoldman Sachs Bank
Hashmap From ScratchMedium

Assesses your ability to build core data structures and reason about correctness.

Data StructuresGoldman Sachs Bank
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2
Statistics & Probability5 questions · ~47 min
Correlation vs IndependenceMedium

Assesses statistical understanding of dependence versus correlation.

CorrelationindependenceGoldman Sachs Bank
OLS Solution and InterpretationMedium

Assesses your understanding of OLS estimation and its statistical meaning.

statisticsGoldman Sachs Bank
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3
Behavioral & Leadership5 questions · ~47 min
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4
More topics3 questions · ~28 min
Black-Scholes Model TradeoffsMedium

Assesses your understanding of options pricing assumptions and practical application.

Financial ModelingGoldman Sachs Bank
Recursion and Probability Brain TeaserMedium

Assesses problem-solving with recursion and foundational probability reasoning.

linear regressionGoldman Sachs Bank
Map Asset Weight ChangesMedium

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

CorrelationGoldman Sachs Bank
The finish line: interview-readyComplete all 18 questions to finish this plan.