AI Agent研发工程师（数据知识方向）-Data
Core
Build and maintain data knowledge systems (semantic abstraction, knowledge graphs) to provide a high-quality knowledge base for AI Agents, enabling them to understand complex data business scenarios.
Role type
Senior IC AI Agent Engineer (Data Knowledge)
Builds
Data domain AI Agents for interactive querying, 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 catalogs
Preferred skills
Agent framework design, open-source contributions, Text-to-SQL + semantic layer implementation, enterprise intelligent knowledge assistant deployment
Responsibilities
Design and iterate Agent architecture for big data scenarios; optimize core modules like task decomposition, reasoning planning, skills, and memory; integrate Agents with data toolchains; implement innovations using frontier technologies in big data and LLMs.