Advanced AI risk report: Windows Systems Administrator

The role is shifting toward 'Infrastructure as Code,' where AI handles the routine server maintenance. While entry-level admin roles are at risk, senior administrators will remain essential for managing complex enterprise ecosystems and hardware.