Demonstrated experience using and leading effective use of enterprise-authorized, AI-assisted software development tools (e.g., for coding, code review, test acceleration, troubleshooting) to support SRE workflows - with strong validation habits and the ability to set team expectations for validating AI outputs for correctness, performance, and security. Strong understanding of responsible AI use in engineering workflows, including data sensitivity considerations, secure handling of inputs/outputs, and adherence to resiliency and security expectations; experience coaching engineers on safe, compliant adoption within delivery practices.