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Updated weekly · Last refresh Nov 11
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Global Investment Bank Quantitative Researcher Interview Questions

The questions to prepare for a Global Investment Bank Quantitative Researcher interview. Questions from real interview reports rank first. Updated daily.

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1
Statistics & ProbabilityStart here. 4 questions · ~33 min
Expected Flips for Two HeadsMedium

Compute the expected waiting time to see two consecutive heads when flipping a fair coin.

DistributionsExpected ValueConditional ProbabilityGGlobal Investment Bank
Estimate Variance from Small SampleMedium

Assesses ability to reason about variance estimation with limited data.

GGlobal Investment Bank
Signal Significance vs NoiseMedium

Evaluates statistical testing and decision thresholds.

Statistical SignificanceGGlobal Investment Bank
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2
Machine Learning3 questions · ~25 min
Mitigating Overfitting with Limited DataMedium

Evaluates regularization, validation, and data strategy.

model trainingoverfittingGGlobal Investment Bank
Backtesting Look-Ahead BiasMedium

Tests understanding of backtesting integrity and data leakage prevention.

model validationGGlobal Investment Bank
Feature Selection for Alpha with Tree ModelsMedium

Assesses feature engineering and model interpretation for alpha signals.

GGlobal Investment Bank
3
Behavioral & Leadership4 questions · ~33 min
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4
More topics2 questions · ~17 min
Evaluating Beyond AccuracyHard

Explain how to evaluate a model using metrics, validation, calibration, and error analysis beyond accuracy.

model performanceevaluation metricsPrecisionGGlobal Investment Bank
Backtesting Significance in Q ResearchMedium

Assesses understanding of validation and strategy evaluation.

GGlobal Investment Bank

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