AI Agent算法专家/工程师-抖音研发(北京)
Core
Design and develop runtime frameworks for AI agents, enabling task planning, reasoning, tool use, and multi-turn dialogue management to automate business workflows.
Role type
Senior IC AI Agent Algorithm Engineer
Builds
AI agent runtime frameworks, standardized capability layers, self-evolving feedback loops, and multi-agent collaboration systems.
Domain
Artificial Intelligence / Large Language Models / Agent Systems
Deliverable
production ML models
Required skills
Python, Go/Nodejs/TypeScript, System Design, LLM API integration, Prompt Engineering, Agent Loop architectures (ReAct, Plan-and-Execute), RAG system design, Multi-agent orchestration, Context management, Knowledge Graphs, Vector retrieval
Preferred skills
Agent evaluation体系建设, LLM fine-tuning, Data flywheel design, Context engineering, MCP/Function Calling protocols, AI Coding tools, Open source contributions in Agent/LLM
Technologies
Python, Go, Nodejs, TypeScript, LLMs, RAG, Knowledge Graphs, Vector databases
Responsibilities
Design agent runtime frameworks for task planning and tool invocation; Build standardized capability layers for skill lifecycle management; Construct self-evolving loops for automatic optimization; Develop multi-dimensional evaluation frameworks and regression testing; Architect system-level context management and memory mechanisms; Design multi-agent collaboration architectures and communication protocols.
Seniority
Senior, hands-on IC