3-6 years of Terraform production experience AWS CloudWatch experience (dashboards, alarms, custom metrics) Production operations experience supporting high-traffic web applications Database operations experience (monitoring, performance tuning, backups) Docker & containers experience (Docker Compose, multi-container applications) Linux system administration comfort (shell scripting, troubleshooting) Web server configuration (Nginx or Apache)