The rise of AI automation is rapidly reshaping the structure of careers. Many tasks currently performed by humans are becoming automatable , leading to changes in the abilities required for success . While concerns about workforce reduction are valid , AI also presents prospects for generating novel employment, focusing on strategic functions and s