About this role
Join ModMed as a Staff Cloud Engineer, ML Ops, to architect and build the next generation of AI-enabled healthcare applications. You will lead the development of a scalable platform for deploying and managing machine learning models, driving innovation in clinical and operational products. This role offers the opportunity to shape enterprise-level AI infrastructure and mentor engineering teams.
What we are looking for 6
- Architect and operate a scalable developer enablement platform for AI/ML model deployment
- Define patterns for model training, inference, and pipeline orchestration using Databricks and Airflow
- Ensure ML infrastructure is built on standardized IaC for repeatable deployments across AWS
- Lead evolution of serverless and containerized ML execution environments, migrating to Kubernetes
- Drive CI/CD and GitOps standards for automated model delivery and infrastructure-as-code
- Design observability and monitoring capabilities using DataDog for production systems