Product Engineer - AI/ML
Core
Bridges technical strategy, hands-on software development, and applied AI delivery to build high-value AI capabilities for operational and clinical stakeholders.
Role type
Senior IC applied AI product engineer
Builds
Production-capable AI prototypes and workflows (RAG, foundation APIs) integrated into health system data stores and enterprise platforms
Domain
Healthcare / Applied AI / Health Tech
Deliverable
production ML models
Required skills
Python, SQL, REST APIs, LLM orchestration, RAG, vector databases, AI governance, healthcare informatics
Preferred skills
Foundation model APIs, cloud data platforms, enterprise data structures
Responsibilities
Partner with clinical teams to identify root-cause challenges; Design and iterate prototypes using Python and modern APIs; Evaluate technical approaches (automation vs. generative AI); Integrate prototypes with health system data stores and enterprise APIs; Collaborate with Data Science to pass solutions through evaluation harnesses; Construct test suites to mitigate model hallucinations and errors; Ensure alignment with HIPAA and institutional AI governance standards; Transition validated prototypes to enterprise-grade platforms
Seniority
Mid-Senior, hands-on IC
