EXPOSURE TO AI
38%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
12%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Half in the fire, half out. Choose which half you become.
38% 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. In the blast radius. A real slice of the work is already automatable. The rest isn’t.
WHAT AI CAN ALREADY DO
- Maintain wellness- and fitness-related schedules, records, or reports
- Use computer skills and software to manage Web sites or databases, publish newsletters, or provide webinars
- Develop or coordinate fitness and wellness programs or services
- Recommend or approve new program or service offerings to promote wellness and fitness, produce revenues, or minimize costs
- Prepare or implement budgets and strategic, operational, purchasing, or maintenance plans
WHAT IT STILL CAN’T
- Manage or oversee fitness or recreation facilities, ensuring safe and clean facilities and equipment
- Supervise fitness or wellness specialists, such as fitness instructors, nutritionists, or health educators
- Conduct or facilitate training sessions or seminars for wellness and fitness staff
- Maintain or arrange for maintenance of fitness equipment or facilities
- Demonstrate proper operation of fitness equipment, such as resistance machines, cardio machines, free weights, or fitness assessment devices
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 38% 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