Agent研发工程师（可靠性方向）-小荷健康
Core
Build production-grade AI core systems and frameworks for medical tasks, including LLM harnesses, agent workflows, RAG pipelines, and data feedback loops to ensure stable, scalable, and compliant operation.
Role type
Senior IC Agent Engineering (Reliability & Systems)
Builds
Production systems for multi-modal, multi-turn health management tasks, including model/tool/memory management, evidence retrieval, and workflow orchestration.
Domain
Healthcare + AI Engineering (LLM/Agent Systems)
Deliverable
production ML models
Required skills
LLM application engineering, Agent workflow design, RAG pipeline construction, Tool use implementation, Memory mechanism design, Backend development, System architecture, Data pipeline engineering, Observability, Service governance
Preferred skills
Medical domain experience, Risk control/compliance system development, High-concurrency system architecture, Open source contributions in LLM/Agent/RAG
Responsibilities
Design and build production system foundations for model/tool/memory management and workflow engines; Construct knowledge and evidence systems with RAG and claim verification; Build data collection, cleaning, and feedback loops for model optimization; Collaborate with cross-functional teams to translate algorithms into stable production systems.
