AI Product Engineer, Clinical Tools

Meet knownwell, weight-inclusive healthcare for all. Join a dynamic company that is changing the way care is delivered to patients with obesity. knownwell is a weight-inclusive healthcare company offering metabolic health services, primary care, nutrition counseling and behavioral health services for anyone of any size. Our hybrid model allows for both in-clinic and virtual care to bring support to patients where and when they need it. 

We’re seeking a rare kind of builder: an AI Product Engineer, Clinical Tools who can move fluidly from defining what to build to actually building it. This role sits at the intersection of applied AI engineering and clinical product development, with ownership of both the product vision and the technical execution for our clinician-facing AI tools. The initial flagship is our Clinical Decision Support product, powered by a RAG pipeline over clinical knowledge sources. 

This is not a role for someone who wants to hand off a spec and wait — or receive one. There is no PM layer above you. You’ll define what gets built, build it, and own the outcomes. Day-to-day that means being hands-on in the codebase — designing and iterating on RAG pipelines, evaluating model outputs, tuning retrieval strategies — while also setting the product roadmap, partnering directly with clinicians, and aligning stakeholders across the organization. You’ll report directly to the Chief Product Officer and are expected to operate with a high degree of autonomy.