Dermatologists
Which pieces of this job an update has reached, and which nobody has looked at.
AI finishesL2 · Partial automation
1/ 18
tasks at L2 or above. The median occupation is at 0%.
Looked at18 tasks
1/ 18
tasks carry a level at all; the other 17 have no evidence either way.
This occupation's tasks
One square, one task, filled to the lowest level of the kinds of work covering it.
of 18
- L5 · Full automationemptyAI delivers alone in any setting, with no defined scope limiting it.
- L4 · High automationemptyAI delivers alone inside a defined scope, running in real business.
- L3 · Conditional automationemptyAI completes it; a person spot-checks rather than reviews each one.
- L2 · Partial automation1AI produces the bulk; a person reviews and corrects every item.
- L1 · AssistedemptyAI helps in places; a person does the whole delivery.
- L0 · ManualemptyAI takes no part in this work.
- Unknown10part of this work has no evidence either way
- Untouched7no update in the collected window mentions it
What AI has been shown to do here
Work5
One row per kind of work; open a row to see the updates behind its level.
5 of 5 kinds of work
Market: Primary care and outpatient assessmentNon-technical condition
A non-technical condition does not lift when models improve; what it holds stays at L0.
- 2026-10-08AMIE matches doctor diagnoses in 90% of 100 patient interactions with 0 safety stopsGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
Market: Specialist treatment and surgical services
no update in the collected window mentions this work
Market: Specialist treatment and surgical services
no update in the collected window mentions this work
Market: Primary care and outpatient assessment
no update in the collected window mentions this work
Market: Specialist treatment and surgical services
no update in the collected window mentions this work
Markets this occupation serves
A market is a kind of work a business sells; a job usually serves several.
Non-technical conditions on these kinds of work
A condition that does not lift because a model improved.
Animal Handlingphysical_presence
Chemical Applicationregulatory
Clinician sign-offhuman_authority
Equipment Maintenancephysical_presence
Manual Dexterityphysical_presence
Payment authorityliability
Payment Processingregulatory
Physical Presencephysical_presence
Student Supervisionphysical_presence
Tool Usephysical_presence
Where this page's numbers come from
- Snapshot
- snapshot-1
- Generated
- 2026-10-10 02:47 UTC
- Ontology
- 1.0.0
- Ontology schema
- 2.4.0
- Method version
- activity-level-1
- Content SHA-256
- a38f9cf8714a2ca7a72f0f7ecd8a940ecb870070690c0ef41fbd60d8c3bbb925
- Rows in this snapshot
- 10,482 work-to-task edges · 907 updates · 345 models · 61 topics · 1,888 market-to-occupation edges · 375 source accounts · 1 coverage record · 1 progress record · 11 non-technical conditions · 402 updates that landed on work · 1,106 evidence · 614 work in markets · 506 non-technical condition-to-work edges