AI & jobs · updated July 2026

AI and jobs: what's really changing — and how to be on the winning side

The honest read of the data: AI displaces some work and creates more of it — the leading forecast projects 170 million new roles against 92 million lost by 2030. What actually changes is which tasks people do. And there is a door most coverage never mentions: if AI can do a job, someone can resell that AI. The person closest to the work being automated is often the best-placed to sell the automation.

The net picture — cited

Which work is most exposed

Exposure concentrates in repetitive, screen-and-phone tasks — not whole professions. The functions with the highest published task exposure are the ones AI agents already do well:

AI's impact — and the opportunity — by industry

Pick the world you know. Each page shows which roles change and the reseller opening in that field.

Sources: World Economic Forum, Future of Jobs Report (2025) · Goldman Sachs Research (2023) · Boston Consulting Group (2026). Figures are third-party published data, cited as of the dates shown; projections are labelled. This page summarizes and links them — it does not restate them as our own.