AI Engineer, Agents & Search
Core
Build and operate production LLM agent systems, focusing on orchestration, search, retrieval, and evaluation for healthcare staffing workflows.
Role type
Senior IC AI Engineer (Agents & Search)
Builds
Production agent systems, tool-calling interfaces, and retrieval pipelines
Domain
Healthcare staffing / AI Agents
Deliverable
production ML models
Required skills
LLM agent system design, backend engineering, TypeScript, agent orchestration, RAG, search systems, evaluation frameworks, asynchronous workflows
Preferred skills
Healthcare domain knowledge, staff-level technical ownership, retrieval quality optimization
Technologies
TypeScript, LLMs, embeddings, reranking
Responsibilities
Build production LLM agents and orchestration layers; design tool-calling systems with validation and error handling; develop retrieval pipelines with filters and embeddings; implement repeatable evaluations for agent behavior; build durable asynchronous workflows; investigate production failures and improve reliability.
Seniority
Senior, hands-on IC
