Deep hands-on experience with at least two of the following cloud platforms: AWS, Azure, GCP.
Strong hands-on experience with Terraform, OpenTofu, or equivalent infrastructure-as-code frameworks.
Strong experience with CI/CD pipelines, release automation, environment promotion, rollback strategies, and deployment governance.
Hands-on experience with Docker, Kubernetes, Helm, and container orchestration platforms such as EKS, AKS, GKE, or enterprise Kubernetes distributions.
Experience authoring or significantly customizing Helm charts, including values management, secrets handling, configuration templating, and upgrade lifecycle management.
Design, build, and operate multi-cloud deployment architecture across AWS, Azure, and GCP.
Build and maintain infrastructure-as-code using Terraform, OpenTofu, or equivalent IaC frameworks for repeatable multi-cloud deployments.
Build CI/CD pipelines for application services, data pipelines, AI agents, model artifacts, infrastructure changes, and environment promotions.
Implement GitOps-based deployment patterns using tools such as Argo CD, Flux, GitHub Actions, GitLab CI/CD, Azure DevOps, or equivalent platforms.
Design and operate containerized workloads using Docker and Kubernetes, including EKS, AKS, GKE, and customer-managed Kubernetes clusters.
Support enterprise deployment models, including private VPC, hybrid cloud, on-premise, restricted-network, and air-gapped environments.