AI exposure: Podiatrists
Diagnose and treat diseases and deformities of the human foot.
Reading this score
computedAt 17.6% of weighted task load, Podiatrists sits at the 30th percentile, below the point where a job's centre of gravity has moved. 60.2% of what this role does is untouched, meaning current systems cannot produce that work at all, whatever the commercial incentive.
What holds the line here is accountability. Across this occupation's 11 tasks it averages 2.56 out of 3, the highest of the five friction dimensions. In plain terms, someone licensed has to sign the work. Capability and permission are different things. Where a statute or a professional body requires a named, liable human to approve the output, the work can be drafted by a machine and still require the person.
The most exposed thing this job does is Advise patients about treatments and foot care techniques necessary for prevention of future..., at 45.0%. The least is Treat deformities using mechanical methods, at 0.0%. A gap of 45.0% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within healthcare practitioner and technical occupations, this one is less exposed than the median of 18.5% across the group's 89 roles, with 50 scoring higher. Being in an exposed family does not make a particular job exposed, and the reverse holds too.
What would move this score. Of 11 tasks, 3 are currently banded exposed, 2 assisted and 6 untouched. For that distribution to shift materially would take a change in who is permitted to sign the work, which is a question for regulators rather than for engineers. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 1.55 | 0-4 |
| Embodiment | 1.32 | 0-3 |
| Presence | 1.92 | 0-3 |
| Accountability | 2.56 | 0-3 |
| Context | 1.82 | 0-3 |
| Verification cost | 2.56 | 0-3 |
Task by task
11 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Advise patients about treatments and foot care techniques necessary for prevention of future problems. | 45.0% | 30.0% | 25.0% | 4.76 | exposed |
| Educate the public about the benefits of foot care through techniques such as speaking engagements, advertising, and other forums. | 45.0% | 30.0% | 25.0% | 3.59 | exposed |
| Perform administrative duties, such as hiring employees, ordering supplies, or keeping records. | 43.3% | 31.7% | 25.0% | 3.63 | exposed |
| Diagnose diseases and deformities of the foot using medical histories, physical examinations, x-rays, and laboratory test results. | 30.0% | 45.0% | 25.0% | 4.81 | assisted |
| Refer patients to physicians when symptoms indicative of systemic disorders, such as arthritis or diabetes, are observed in feet and legs. | 16.7% | 33.3% | 50.0% | 4.37 | assisted |
| Prescribe medications, corrective devices, physical therapy, or surgery. | 7.2% | 17.8% | 75.0% | 4.71 | untouched |
| Treat bone, muscle, and joint disorders affecting the feet and ankles. | 3.3% | 21.7% | 75.0% | 4.81 | untouched |
| Correct deformities by means of plaster casts and strapping. | 3.3% | 21.7% | 75.0% | 4.15 | untouched |
| Surgically treat conditions such as corns, calluses, ingrown nails, tumors, shortened tendons, bunions, cysts, or abscesses. | 0.0% | 0.0% | 100.0% | 4.62 | untouched |
| Make and fit prosthetic appliances. | 0.0% | 0.0% | 100.0% | 4.16 | untouched |
| Treat deformities using mechanical methods, such as whirlpool or paraffin baths, and electrical methods, such as short wave and low voltage currents. | 0.0% | 0.0% | 100.0% | 2.93 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.
What this means in practice
Most of this work is not reachable by current systems, so the immediate pressure is on the administrative edges of the role rather than its core: the scheduling, the reporting, the written records. That is where time is recovered.