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BNP Paribas Quantitative Analyst Interview Questions

The questions to prepare for a BNP Paribas Quantitative Analyst interview. Questions from real interview reports rank first. Updated daily.

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1
Statistics & ProbabilityStart here. 4 questions · ~35 min
Probability of All Faces in Six RollsHard

Assesses your ability to model and compute nontrivial probability events over sequences.

probabilityBNP Paribas
Coin Toss/Card Probability ProblemMedium

Tests your problem-solving approach for probability and how you handle follow-up constraints.

BNP Paribas
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2
Coding4 questions · ~35 min
Fibonacci Implementations and ComplexityMedium

Evaluates algorithmic thinking and ability to analyze complexity for common DP/recursion patterns.

BNP Paribas
Python and SAS for Quant WorkMedium

Assesses coding fluency in Python and SAS for data and analytics workflows.

pythonBNP Paribas
Die-Brain Teasers and CodingMedium

Tests structured thinking across probability puzzles and coding tasks.

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3
More topics3 questions · ~26 min
Machine Learning Python EcosystemMedium

Evaluates familiarity with the ML tooling ecosystem and practical selection of libraries.

pythonBNP Paribas
Alpha, Beta, Options, Calls and PutsMedium

Tests foundational quantitative finance knowledge around risk, returns, and derivatives.

BNP Paribas
Linear Regression WalkthroughMedium

Assesses understanding of linear regression modeling and practical application considerations.

linear regressionBNP Paribas
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