AI Agent开发工程师-抖音(上海)
Core
Design and build high-availability backend systems for Douyin's AIGC special effects, focusing on Multi-Agent collaboration, LLM-based agent architecture, and RAG optimization.
Role type
Senior IC AI Agent Engineer (Backend & Systems)
Builds
Multi-Agent collaboration systems, LLM agent architectures, task management/queueing systems, and specialized RAG knowledge bases for special effects.
Domain
Social Media / AIGC / Large Language Models
Deliverable
production ML models
Required skills
Python, Go, SQL, System Design, LLM Architecture, Multi-Agent Systems, RAG Implementation, LangChain, Task Planning, Intent Recognition
Preferred skills
Experience with multimodal models, Model deployment, Data analysis and optimization
Technologies
LangChain, LLMs, RAG, Python, Go, SQL
Responsibilities
Design and implement LLM-based agent architectures including task planning and dialogue management; Develop and optimize RAG libraries for domain-specific knowledge; Build task management and queuing systems to improve resource utilization; Optimize backend services for AIGC special effects pipelines; Design data solutions for performance monitoring and cost optimization.