EXPOSURE TO AI
13%
RESILIENT
OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Certified irreplaceable. For now, gloriously human.
13% 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. Certified hard to automate. Today’s AI barely touches the core of this one.
WHAT AI CAN ALREADY DO
- Attend in-service training to validate or refresh basic professional skills
- Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in endoscopy
WHAT IT STILL CAN’T
- Clean, disinfect, or calibrate scopes or other endoscopic instruments according to manufacturer recommendations and facility standards
- Prepare suites or rooms according to endoscopic procedure requirements
- Assist physicians or registered nurses in the conduct of endoscopic procedures
- Collect specimens from patients, using standard medical procedures
- Maintain or repair endoscopic 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 13% 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