OBSERVED IN REAL USE · Anthropic 2026
43%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Still standing — but the ground is warm.
53% 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
- Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents
- Analyze data to determine answers to questions from customers or members of the public
- Calculate and quote rates for tours, stocks, insurance policies, or other products or services
- Process and prepare memos, correspondence, travel vouchers, or other documents
- Operate telephone switchboard to answer, screen, or forward calls, providing information, taking messages, or scheduling appointments
WHAT IT STILL CAN’T
- Collect, sort, distribute, or prepare mail, messages, or courier deliveries
- Perform duties, such as taking care of plants or straightening magazines to maintain lobby or reception area
- Conduct tours or deliver talks describing features of public facilities, such as a historic site or national park
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 53% 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