Accelerate Tree-Model Inference
Company: Jump Trading
Role: Software Engineer
Category: Machine Learning
Difficulty: hard
Interview Round: Technical Screen
Overview: You must reduce inference latency and raise throughput for a deployed boosted-tree model without changing its predictions. Cover data and labels, leakage-safe features, baselines and model choice, offline evaluation, deployment constraints, monitoring, and drift.