Production AWS/cloud architecture experience - you have architected and deployed cloud solutions in production (not just labs), understand cloud economics and trade-offs, and can confidently navigate VPC design, storage tiers, compute options, and security controls to build scalable solutions. Architect end-to-end solutions for complex CNE services, tackling challenges like moving 90%+ capacity services to cloud storage, creating integration patterns between legacy systems and cloud-native services, and ensuring solutions maintain security controls while improving performance and scalability.