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.