Staff AI Engineer
Core
Architecting and operating the AI infrastructure layer, including organizational knowledge platforms, agentic systems, and retrieval stacks for a healthcare workforce marketplace.
Role type
Staff AI Engineer (Infrastructure & Agentic Systems)
Builds
AI-native platform serving internal engineering tools and customer-facing capabilities for healthcare staffing.
Domain
Healthcare workforce marketplace / AI Infrastructure
Deliverable
production ML models | infrastructure
Required skills
Retrieval engineering (hybrid search, re-ranking, HyDE), Agentic frameworks (multi-step reasoning, tool use), Production software engineering (Go/Python/TypeScript), Cloud AI platforms (AWS Bedrock), Infrastructure as Code (Terraform), Observability for AI systems
Preferred skills
Healthcare domain experience, Graph-based retrieval design
Technologies
AWS, AWS Bedrock, Terraform, Go, Python, TypeScript, Semantic RAG
Responsibilities
Evolving the AI knowledge platform (retrieval, indexing, synthesis), Architecting agentic infrastructure on AWS, Designing graph-based relationship-aware retrieval, Partnering to define AI platform API surface, Building reference agent implementations, Owning the AI infrastructure cost model
Seniority
Staff, high autonomy with organization-wide influence