Predict Five-Minute Returns from Order-Book Data
Company: Tower
Role: Data Scientist
Category: Machine Learning
Difficulty: hard
Interview Round: Technical Screen
Overview: You have time-stamped order-book observations containing buy and sell information, instrument, price, and quantity. Cover data and labels, leakage-safe features, baselines and model choice, offline evaluation, deployment constraints, monitoring, and drift.