AI Product Engineer (Healthcare AI, Seed Stage)
ScrumAID
New York, NY · Posted November 1, 2026
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Among computer and information research scientists, AI is already used for a large share of the tasks. Measured exposure for computer and information research scientists: 34% (high).
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Skills this job asks for
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About the job
A seed-stage healthcare technology company is creating an agent-based platform that helps clinicians care for patients with chronic conditions. It wants a product-minded engineer who is equally comfortable across applied AI, server-side systems and customer-facing screens, and who can carry capabilities from rough prototype to production.
The work
Develop and extend the agent platform: memory, permissions, orchestration, tool use, context handling and human-in-the-loop review
Quickly prototype clinical AI experiences, then turn the best into production software that practicing clinicians rely on
Create evaluation harnesses, regression tests and launch gates covering success on tasks, clinical quality, dependability, safety, speed and cost
Add observability into how models behave, which tools they call, traces, failures and complete workflow results so agents are easier to debug
Collaborate with clinicians, engineers and product leaders to turn real clinical processes into trustworthy tools
What you bring
Five or more years of product engineering centered on LLM-based systems
Production agentic systems built with tool calling, orchestration and context management
Healthcare software experience, ideally provider-facing or clinical workflows
Ownership of several areas of a product at a seed to Series A startup
Proficiency in Python and TypeScript
Experience with LLM evaluations, regression testing or AI observability
Clear explanations of technical tradeoffs to non-technical colleagues
Hybrid in New York, NY. Only H-1B transfers are considered.