Technological integration alone does not guarantee productivity gains. Cedefop’s latest research shows that the benefits of digitalisation depend on how organisations manage skill adaptation.
The special edition analyses how automation and AI alter tasks within occupations before affecting employment levels. This often creates internal skill mismatches — employees remain in their roles, but required competences evolve faster than training systems or organisational practices.
The research highlights:
Increased demand for complex cognitive and transversal skills
Persistent segmentation by age and gender in digitally intensive roles
Skill shortages in strategically important AI-related domains
The decisive role of continuous workforce development in sustaining innovation
For industry actors scaling advanced technologies, these findings underline that competitiveness is closely linked to structured reskilling pathways and proactive workforce governance.