Safe jobs from AI without a degree

Good jobs without a degree that AI touches least. All 25 jobs below have no documented AI or robot time in a typical 8-hour shift, including air traffic controllers, administrative services managers and elevator and escalator installers and repairers. Ties are sorted by pay.

This list covers jobs that usually need a high school diploma, training or an associate's degree at most (O*NET preparation levels 1 to 3), with at least 20,000 workers. "Touched" means time spent on tasks where AI use is documented in real usage data or where robots have done the task in a real workplace. Low numbers reflect today's evidence and can change as AI and robots improve. Each job links to its full time card, pay by state and similar jobs.