Staff Applied AI Engineer (Forward Deployed) [NYC or SF]

Concurrence (formerly Amigo) is building the platform healthcare organizations use to build their own clinical AI agents. Our mission is to make excellent care accessible to every patient, not rationed by the limits of clinician time.

Applied AI is where Concurrence meets the real world. Our core engineering team builds the platform. We take it into health systems and build what each customer actually needs on top of it, as durable software that runs in production.

What you'll do:

• Own our most complex use cases, end to end. You run the build from the deployment brief to production and beyond. You set technical direction within and across deployments, resolve tradeoffs with the platform team, commit the timelines, and stay hands-on in the hardest parts of the build.
• Build agent systems that hold up in clinical settings. That means hierarchies of agents and skills rather than one monolith, and evals that measure distributions, not vibes. Nothing reaches a patient until it clears our safety floor and eval gate.
• Take on the integration reality. EHRs, legacy systems, and customer data come in every shape. You find the path from what the customer has to what the platform needs.
• Make it compound. You turn field-proven patterns into first-class platform capabilities. You also push proven work down from agent reasoning into deterministic data lookups, the move where twenty tool calls become one. That's how we grow without turning into a services shop.
• Push back early. When a spec was never vetted, an integration isn't supported, or scope quietly changed mid-build, you raise it before the build pays for it.
• Raise the people around you. Mentor engineers across deployments and help set the team's architecture and engineering standards. Write documentation good enough that a coding agent or a new hire could pick up your work.

Full details and application on the official Concurrence careers page.