Career & jobs
AI Replacement Timeline
Type a job title to see how many years it likely has before most of its task list runs without a person.
How the timeline is built
The estimate starts from the same automation exposure score used on the job risk page, then converts it into a horizon: the more of a role's tasks are routine, digital and high-volume, the sooner the majority of them run unattended. Milestones mark the usual sequence — assistance, task automation, team compression, then majority automation.
Timelines are directional. Regulation, physical requirements, liability and plain organizational inertia routinely stretch them by years, which is why the milestones matter more than the single number.