EXPOSURE TO AI
38%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
A co-pilot is coming for the busywork, not the wheel.
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
- Counsel patients on topics such as the need for annual dermatologic screenings, sun protection, skin cancer awareness, or skin and lymph node self-examinations
- Record patients' health histories
- Recommend diagnostic tests based on patients' histories and physical examination findings
- Conduct or order diagnostic tests such as chest radiographs (x-rays), microbiologic tests, or endocrinologic tests
- Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in dermatology
WHAT IT STILL CAN’T
- Perform incisional biopsies to diagnose melanoma
- Perform skin surgery to improve appearance, make early diagnoses, or control diseases such as skin cancer
- Provide therapies such as intralesional steroids, chemical peels, or comodo removal to treat age spots, sun damage, rough skin, discolored skin, or oily skin
- Provide dermabrasion or laser abrasion to treat atrophic scars, elevated scars, or other skin conditions
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