What skills are needed for AI infra roles?
Company: TikTok
Role: Software Engineer
Category: ML System Design
Difficulty: hard
Interview Round: Technical Screen
Overview: This question evaluates familiarity with AI infrastructure and LLM serving, including systems and performance engineering, model inference mechanisms, production-grade software engineering, and the ability to read and contribute to large open-source codebases.