OBSERVED IN REAL USE · Anthropic 2026
23%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Automate-adjacent. Keep the parts only you can sign off on.
54% 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. Heavily exposed. Most of the tasks are within reach of today’s AI.
WHAT AI CAN ALREADY DO
- Keep records pertaining to purchases, sales, and requisitions
- Prepare rental or lease agreements, specifying charges and payment procedures for use of machinery, tools, or other items
- Monitor sales staff performance to ensure that goals are met
- Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or performing specific services
- Listen to and resolve customer complaints regarding services, products, or personnel
WHAT IT STILL CAN’T
- Visit retailers and sales representatives to promote products and gather information
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 54% 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