Workforce Transformation: AI Impact on Enterprise Roles

AI is reshaping enterprise roles unevenly, with some functions compressing, growing, or staying unchanged. Leaders should focus on where change is largest and invest accordingly. Senior professionals are becoming more productive, while junior roles are being compressed. Organizations that adapt well are investing in mid-level engineer development. This change is already visible in hiring patterns and code production.