How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Provide instructions to patients or family members concerning diagnoses or treatment plans.75
- Develop or use special test and communication techniques to facilitate diagnosis and treatment of children or patients with disabilities.75
- Develop nonsurgical treatment plans for patients with conditions such as strabismus, nystagmus, and other visual disorders.74
- Prepare diagnostic or treatment reports for other medical practitioners or therapists.73
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Perform diagnostic tests or measurements, such as motor testing, visual acuity testing, lensometry, retinoscopy, and color vision testing.01
- Provide nonsurgical interventions, including corrective lenses, patches, drops, fusion exercises, or stereograms, to treat conditions such as strabismus, heterophoria, and convergence insufficiency.02
- Evaluate, diagnose, or treat disorders of the visual system with an emphasis on binocular vision or abnormal eye movements.03
- Collaborate with ophthalmologists, optometrists, or other specialists in the diagnosis, treatment, or management of conditions such as glaucoma, cataracts, and retinal diseases.04
- Provide training related to clinical methods or orthoptics to students, resident physicians, or other health professionals.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Ophthalmologists, Except Pediatric
Closely related work
Compare these careers →Physical Medicine and Rehabilitation Physicians
Closely related work
Compare these careers →Neurologists
Closely related work
Compare these careers →General Internal Medicine Physicians
Related work
Compare these careers →Physician Assistants
Related work
Compare these careers →Physicians, Pathologists
Shares some work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
