OBSERVED IN REAL USE · Anthropic 2026
32%
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.
51% 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
- Create sales or service contracts for products or services
- Document account activities, generate reports, and keep records of business transactions with customers and suppliers
- Attend company training seminars to become familiar with product lines
- Write technical documentation for products
- Develop, present, or respond to proposals for specific customer requirements, including request for proposal responses and industry-specific solutions
WHAT IT STILL CAN’T
- Visit prospective buyers at commercial, industrial, or other establishments to show samples or catalogs, and to inform them about product pricing, availability, and advantages
- Attend trade shows and seminars to promote products or to learn about industry developments
- Arrange for demonstrations or trial installations of equipment
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 51% 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