Layer Health is a company founded by leading machine learning researchers from MIT and Harvard Medical School, focused on building an AI layer to enhance healthcare. The Senior Product Manager will lead the evolution of the clinical intelligence platform, bridging research and clinical realities to deliver reliable AI solutions.
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