patterns for isolation, scalability, secure execution, capacity management and cost-aware operation. Automate provisioning, configuration, upgrades and lifecycle management using infrastructure-as-code and GitOps patterns. Reliability, observability and support: Define and implement service-level indicators, service-level objectives, alerting, dashboards, runbooks and support workflows. Incident response, post-incident review … platform services in a Linux-based environment using Kubernetes, containers, cloud or private-cloud platforms, infrastructure-as-code and CI/CD/GitOps tooling. Very strong understanding of security fundamentals for production platforms, including identity, secrets, access control, network segmentation, vulnerability management and audit logging. Familiarity with AI platform ...