OBSERVED IN REAL USE · Anthropic 2026
12%
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.
52% 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
- Maintain client databases
- Perform accounting duties, such as recording daily cash flow, preparing bank deposits, or generating financial statements
- Inform staff of job responsibilities, performance expectations, client service standards, or corporate policies and guidelines
- Participate in continuing education classes to maintain current knowledge of industry
- Verify staff credentials, such as educational and certification requirements
WHAT IT STILL CAN’T
- Train staff in the use or sale of products, programs, or activities
- Direct facility maintenance or repair
- Check spa equipment to ensure proper functioning
- Monitor operations to ensure compliance with applicable health, safety, or hygiene standards
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 52% 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