Hybrid Product Engineer

at R1 RCM

• Job title: Product Engineer
• Job type: Full Time
• Experience level: Mid level, Senior
• Salary: $204,316 - $319,243 per year
• Degree requirement: Bachelor's Degree
• Tech skills: Docker, Kubernetes, Terraform
• Location requirements: Hybrid, New York City, United States

About the role

• Own the production runtime for Phare’s ML stack involving deployment, serving, and scaling of models. R1 is a leader in healthcare revenue management focusing on efficient billing and reimbursement processes.

Responsibilities

• own the production runtime for Phare’s ML stack, deploying, serving, and scaling models
• build progressive delivery pipelines with automated rollouts and rollbacks
• manage SLOs for latency and availability
• instrument end-to-end observability including metrics, logs, traces, drift, regression
• harden the platform with Terraform, Kubernetes, and CI/CD

Requirements

• at least 5 years of relevant industry experience in software engineering
• at least 2 years of direct MLOps experience
• experience in deploying and operating models running on GPUs in production
• strong with Docker/Kubernetes, IaC (e.g., Terraform), and CI/CD for services and model artifacts
• use progressive delivery with automated rollouts/rollbacks
• manage model registries and stage gates
• experience in regulated environments (e.g., healthcare, finance) is a bonus

Benefits

• competitive benefits package
• annual bonus plan at a target of 40%