7+ years in DevOps, CloudOps, or SRE roles
AWS (Fargate, EKS, EC2, S3, RDS, Lambda, IAM, CloudWatch, CloudTrail)
CI/CD tools (ArgoCD, GitHub Actions, Jenkins)
Automation scripting (Python, Bash, TypeScript)
Kubernetes and containerized workloads
AI/ML platforms (AWS SageMaker, Kubeflow, MLflow)
MongoDB operations
Observability and incident management (Splunk, Grafana, OpenTelemetry)