性能分析专家（Agent/平台方向）-TikTok直播
Core
Design and build intelligent performance analysis Agents and platforms to automate performance workflows for TikTok Live, serving billions of users globally.
Role type
Senior IC Machine Learning Engineer (LLM/Agent Systems)
Builds
Intelligent performance analysis Agents, MCP (Model-Controller-Proxy) services, and scalable Agent platforms for the TikTok Live ecosystem.
Domain
Social media streaming, AI/LLM, and performance engineering.
Deliverable
production ML models
Required skills
Backend development (Go/Python/Java/Rust/C++), LLM and Agent architecture, system design, problem decomposition, AI workflow integration.
Preferred skills
Experience with MCP patterns, AI-driven value loop creation, cross-functional collaboration with product teams.
Technologies
LLMs, Agent frameworks, MCP, Go, Python, Java, Rust, C++.
Responsibilities
Design core capabilities for performance analysis Agents; build and evolve the Agent platform and MCP services; improve Agent accuracy and efficiency in understanding, retrieval, decision-making, and response; drive AI value loops to enhance R&D efficiency and user experience.
Seniority
Senior, hands-on IC
