Hands-on experience with AWS core services, including VPC, EC2, IAM, Route 53, CloudFront, S3, networking, security services, and container orchestration platforms such as Amazon EKS or ECS. Understanding of cloud cost optimization strategies, including resource right-sizing, Reserved Instances, Savings Plans, storage lifecycle policies, and automation to improve operational efficiency and reduce cloud spend.