At least 5 years of experience as DevOps or a similar role Production experience with Kubeflow Pipelines for scalable, reproducible ML workflows Strong Kubernetes expertise (EKS/GKE/AKS): upgrades, autoscaling, RBAC, networking, reliability Solid Unix/Linux fundamentals Hands-on AWS experience (EKS, EC2, S3, IAM, CloudWatch; RDS a plus) with secure, cost-efficient architecture design Proficiency in Terraform and Git-based workflows for repeatable infrastructure Experience with CI/CD systems (Gi…