Choose models for trading tasks

Company: Citadel

Role: Software Engineer

Category: Machine Learning

Difficulty: hard

Interview Round: Onsite

Quick Answer: This question evaluates a candidate's competency in selecting and reasoning about machine learning models for quantitative trading and pricing, including understanding model types, expected data representations, and trade-offs such as latency, interpretability, data volume, and sensitivity to market-regime shifts.