EXPOSURE TO AI
13%
RESILIENT
OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Robots can’t hold a hand, a scalpel, or your nerve.
13% of this role’s O*NET tasks are within reach of today’s AI. That is the core-weighted exposure score from Eloundou et al. 2023 (“GPTs are GPTs”). It measures a capability ceiling, not a headcount forecast. Certified hard to automate. Today’s AI barely touches the core of this one.
WHAT AI CAN ALREADY DO
- Prepare daily reports of fuel, oil, and accessory sales
- Maintain customer records and follow up periodically with telephone, mail, or personal reminders of services due
- Provide customers with information about local roads or highways
WHAT IT STILL CAN’T
- Collect cash payments from customers, and make change or charge purchases to customers' credit cards, providing customers with receipts
- Check tire pressure and levels of fuel, motor oil, transmission, radiator, battery, or other fluids, adding air or fluids as required
- Perform minor repairs, such as adjusting brakes, replacing spark plugs, or changing engine oil or filters
- Clean parking areas, offices, restrooms, or equipment, and remove trash
- Order stock, and price and shelve incoming goods
THE HONEST PART. A percentage is not a pink slip. High exposure usually means a role shrinks and shifts toward judgment, direction and responsibility: the parts a model can’t sign its name to. Exposure ≠ displacement. Breathe.
"My job is 13% cooked. What’s yours?"
SOURCES: O*NET 30.3 occupational tasks · Eloundou et al. 2023 (“GPTs are GPTs”,
arXiv:2303.10130) · Anthropic Economic Index 2026 (CC-BY) |
how this is calculated |
last updated 2026-07-16