OBSERVED IN REAL USE · Anthropic 2026
13%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
The robots can help. They can’t replace the room you read.
32% 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. Mostly safe. AI helps around the edges, but the job stays human.
WHAT AI CAN ALREADY DO
- Plan, administer, and control budgets for contracts, equipment, and supplies
- Prepare and review operational reports and schedules to ensure accuracy and efficiency
- Set goals and deadlines for the department
- Acquire, distribute and store supplies
- Manage leasing of facility space
WHAT IT STILL CAN’T
- Dispose of, or oversee the disposal of, surplus or unclaimed property
- Oversee the maintenance and repair of machinery, equipment, and electrical and mechanical systems
- Conduct classes to teach procedures to staff
- Monitor the facility to ensure that it remains safe, secure, and well-maintained
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 32% 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