Full-Stack AI Engineer (AI Service Engines & Integration)

Your Future Evolves Here Evolent partners with health plans and providers to achieve better outcomes for people with most complex and costly health conditions. Working across specialties and primary care, we seek to connect the pieces of fragmented health care system and ensure people get the same level of care and compassion we would want for our loved ones. Evolent employees enjoy work/life balance, the flexibility to suit their work to their lives, and autonomy they need to get things done.

We believe that people do their best work when they're supported to live their best lives, and when they feel welcome to bring their whole selves to work. That's one reason why diversity and inclusion are core to our business. Join Evolent for the mission.

Stay for the culture. What You’ll Be Doing: Core

Design and build the adaptor layer between AI service engines and the enterprise service bus, including construction and handling of FHIR PAS (Prior Authorization Support) payloads. Build a new synchronous service engine for real-time AI workloads (e.g., letter generation), adapting the architecture of the existing asynchronous Triage engine. Build, deploy, and operate LLM-based agents on the service engines; own the mechanics of getting an agent from configuration to production.

Support and maintain the existing production Triage services: bug fixes, dependency and model upgrades, releases, and operational health. Integrate LLM and generative AI services (Azure OpenAI