Design a Production ML Serving System
Company: Anthropic
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: hard
Interview Round: Onsite
Overview: This question evaluates a candidate's competency in operating and scaling ML-powered production systems, focusing on scaling, reliability and fault tolerance, observability, performance optimization, and safe rollout and rollback practices for online inference.