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Santander Quantitative Analyst Interview Questions

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

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Black-Scholes Derivation and AssumptionsMedium

Evaluates your theoretical grounding in Black-Scholes and its modeling assumptions.

Santander
Exotic Options With Jump-Diffusion
Hard

Evaluates your ability to build pricing methods for complex stochastic processes.

Santander
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R vs Python for Time SeriesMedium

Evaluates your ability to choose appropriate tooling for production time-series analytics.

production environment
Santander
Unit Testing for Quant Models
Medium

Assesses your testing discipline for correctness and reliability in quant model code.

Santander
Memory Management in Monte Carlo
Hard

Evaluates your ability to scale Monte Carlo computations efficiently in production.

memory managementperformance optimization
Santander
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Black-Scholes Formula
Medium

Assesses understanding of core option pricing theory and model inputs.

Santander
Greeks Under Black-Scholes
Hard

Tests your ability to compute and interpret Greeks within the Black-Scholes framework.

Santander
Handshakes Counting Problem
Easy

Tests basic combinatorics and probability reasoning.

combinatorics
Santander