FDE（数据产品方向） - 数据平台
Core
Technical lead for Agent projects, responsible for the full lifecycle from requirement analysis to operations, designing end-to-end architectures, and ensuring business outcome metrics.
Role type
Senior IC technical lead (AI Agent architecture & delivery)
Builds
End-to-end Agent architectures, multi-agent orchestration, tool calling, RAG pipelines, and evaluation frameworks for client scenarios.
Domain
Generative AI / Large Language Models (LLMs) / Data Platform
Deliverable
production ML models
Required skills
Python (production-level), SQL, API development, basic frontend, containerization, CI/CD, data governance, data modeling, ETL, RAG, prompt engineering, multi-agent orchestration
Preferred skills
Semantic layer/Ontology modeling, Vibe coding
Responsibilities
Lead full lifecycle of Agent projects including architecture design and operations; Design end-to-end Agent architectures with multi-agent orchestration and RAG; Collaborate with clients to define AI intervention points and process boundaries; Make independent technical architecture decisions and troubleshoot issues in client environments; Abstract reusable assets (code, skills, templates) across clients and provide structured feedback to product teams.
