Living jobs intelligence
Future of Work
A continuously expanding knowledge system — not a news blog — tracking how AI, automation, software, robotics, and new business models reshape careers.
Enter with your role
Start from the job you have today. Each page shows what is shrinking, what is rising, and where the career can go next.
Thesis
Jobs rarely vanish in one technological moment. Tasks become automatable, workflows are redesigned, unit economics shift, and only then does headcount change.
The job title hides the real change. Break work into tasks and the boundary between automation, augmentation, and human responsibility becomes visible.
AI can perform many beginner tasks, but removing the work through which beginners learn creates a capability problem for employers as well as entrants.
The AI-native worker does not merely use a chatbot. They delegate bounded work, design workflows, supervise outputs, verify evidence, and own the result.
Snapshot
6 declining5 transforming3 emerging
Technology eliminates tasks first, then changes workflows, then changes the economics of the job — and eventually the number of people required. Automation is not the same as job elimination.
Career transitions
Move from producing individual assets to directing a coherent system that can generate, adapt, test, and govern creative work at scale.
Move from optimising keyword pages to building trustworthy discoverability across search results, generated answers, communities, and brand knowledge.
Move from resolving one ticket at a time to operating the combined human-and-AI service system that resolves, escalates, learns, and improves.
Also on DTD
Career Design Lab — designing institutions for meaningful work. Chapter: The Future of Work Has Changed.