Layer Health is a company founded by leading machine learning researchers from MIT and Harvard Medical School, aiming to reduce friction in healthcare through an AI layer that synthesizes information from medical records. They are seeking an experienced Senior Product Manager to lead the evolution of their clinical intelligence platform, bridging research and clinical environments while owning the product lifecycle for AI-driven features.
Responsibilities:
- Define the AI UX: Partner with design and engineering to shape how healthcare professionals interact with AI, ensuring complex LLM outputs are intuitive and actionable
- Master Clinical Workflows: Spend time with clinicians and nurses to deeply understand their 'day in the life,' identifying friction points where Layer Health’s clinical intelligence platform can save hours of manual effort
- Navigate Data Integration: Lead the strategy for how our products integrate with the existing healthcare stack, including EHRs (Epic, Cerner), HL7/FHIR standards, and clinical data pipelines
- Ship Production AI: Move beyond the 'pilot' phase to oversee the deployment of AI products into production environments where 99% accuracy isn't just a goal—it’s a requirement
- Build Feedback Loops: Establish rigorous frameworks for model evaluation, using real-world clinician feedback to iterate on prompt engineering and model fine-tuning