AI Engineer - Healthcare Automation Platform

Well-Funded Startup | Healthcare AI | Hybrid (NYC preferred) or Remote

About Us

We're building an AI-powered automation platform that streamlines critical workflows in healthcare operations. Our system processes complex, unstructured data to ensure time-sensitive information gets where it needs to go-reducing delays and improving operational efficiency for healthcare providers.

We're in production with paying enterprise customers and experiencing rapid growth.

The Role

We're looking for a high-agency AI Engineer to bridge the gap between cutting-edge ML research and real-world product delivery. You'll design and build agentic workflows that automate complex operational processes, combining LLMs, vision models, and structured automation to solve challenging infrastructure and workflow problems.

This role involves creating pipelines, evaluation harnesses, and scalable production-grade agents. You'll research and implement the best-fit technology for each workflow, working across the full stack from data collection to orchestration to frontend integration.

What You'll Build

• Ship full-stack AI systems end-to-end-from prototype to production


• Build observability and debugging tools to capture model performance, user feedback, and edge cases


• Go from ideation to working code within hours; iterate rapidly on experiments and data


• Design agentic workflows powered by LLMs and vision models for document understanding


• Create evaluation frameworks to test AI system performance beyond raw model accuracy


• Work directly with cross-functional teams (ML, Sales, Customer Success) to build AI solutions for diverse use cases

What We're Looking For

• Full-stack engineering experience with web frameworks, backend systems, and cloud infrastructure


• Proven track record of building, testing, deploying, scaling, and monitoring LLM-centered software architectures


• Hands-on expertise with LLM APIs and production AI system deployment


• Understanding of how to evaluate AI systems holistically-beyond model accuracy alone


• Strong communication skills-ability to write clear technical documentation and explain complex systems


• Bonus: Experience in healthcare or working with unstructured documents

Why Join Us?

• Drive Impact: High-agency culture where you set the pace and see direct results


• Own Your Work: End-to-end ownership from research to production deployment


• Innovate with Purpose: Join a high-caliber team solving real problems at scale


• Competitive Package: $200K-$240K equity comprehensive benefits


• Great Perks: Unlimited PTO, 100% paid health benefits, 401(k) match, catered lunch, snacks

Location: NYC office 4 days/week preferred (Chelsea), remote considered for exceptional candidates

Oscar Associates Limited (US) is acting as an Employment Agency in relation to this vacancy.