AI Agent研发工程师（数据知识方向/Data） - 数据平台
Core
Designing and implementing data knowledge agents to provide high-quality knowledge foundations for complex data business understanding and solving scaling pain points in big data scenarios.
Role type
Senior IC AI Agent Engineer (Data Knowledge)
Builds
Data knowledge agents for interactive queries, intelligent analysis, data governance, and ETL engineering.
Domain
Big Data, Knowledge Engineering, LLM
Deliverable
production ML models
Required skills
Agent architecture design, LangChain, LangGraph, Semantic Kernel, self-evolution techniques, SQL, knowledge graphs, vector databases, data lineage, data catalog
Preferred skills
Data agent framework design, open-source contributions, Text-to-SQL with semantic layer, enterprise intelligent knowledge assistant implementation
Responsibilities
Build and maintain data knowledge systems including business semantic abstraction and knowledge graph construction; Design and iterate agent architectures for big data scenarios; Optimize core modules like task decomposition, reasoning planning, skills, and memory systems; Follow up on frontier technologies in big data, LLM, and knowledge engineering for innovation.
