How do you reskill workers whose jobs are changing because of AI?
You reskill workers whose jobs are changing by moving them onto the parts of the work AI cannot do well, and building that new capability through real practice with support. The scale is large: the World Economic Forum projects 170 million new roles and 92 million displaced by 2030, a net gain of 78 million, but only for workforces that make the shift.
Reskilling works best when it is concrete and tied to a real destination role, not abstract. People move faster when they can see the work they are heading toward and practise it directly, with AI handling the parts it is good at.
It also has to be continuous. The roles themselves keep changing shape, so a one-time conversion course leaves people exposed again within a year. Ongoing, practised capability is what keeps a reskilled worker adaptable.
For most organisations it is cheaper than the alternative. The Future of Jobs Report 2025 projects a net gain of 78 million jobs by 2030, but the gain accrues to workforces that adapt, not those that stand still.
Future of Jobs Report 2025 (World Economic Forum): 170M jobs created, 92M displaced, 78M net by 2030.