O*NET-SOC code
29-2057.00

Assist ophthalmologists by performing ophthalmic clinical functions. May administer eye exams, administer eye medications, and instruct the patient in care and use of corrective lenses.

  • Data source: BLSPublished: 2026-08

    Low· relative

    LowFour relative bandsVery high

    Group-level value

    Scale, basis and source

    Four relative bands (Low / Moderate / High / Very high)

    831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band

    Source dataset (XLSX download)

  • Data source: AnthropicPublished: 2026-03

    0.000

    0.000Range of values carried here0.745
    Scale, basis and source

    Observed exposure index, 0–1 as published

    Mapped onto O*NET tasks

    Published per SOC 2018 occupation; every O*NET occupation with the same SOC 2018 code carries this value

    Source dataset (CSV download)

  • Data source: ILOPublished: 2025

    0.35

    0.09Range of values carried here0.70

    Group-level value

    Scale, basis and source

    Generative AI exposure index, 0–1 as published

    Published per ISCO-08 unit group. Linked to this occupation, wholly or in part, by applying U.S. Bureau of Labor Statistics crosswalks (ISCO-08 to 2010 SOC, 2010 SOC to 2018 SOC) as published

    Source dataset (PDF download)

What kind of figure this source publishes

The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.

Task-level exposure

Exposed tasks only

20 rated tasks · 12 tasks with β ≥ 0.5 (60.0%)

β = direct exposure (E1) + 0.5 × exposure when tools are available (E2), per the source repository's definition.

  • Source unit: O*NET 27.2 tasks → O*NET 31.0 occupation code
  • All rated tasks are in the O*NET 31.0 task list.
Source
OpenAI "GPTs are GPTs" exposure rubric
Release
gh-main-0471612
License
MIT License, Copyright (c) 2024 OpenAI

Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime.

Task (O*NET 27.2)βE1 + 0.5 × E2
Take and document patients' medical histories.

O*NET Task ID 19252

1.0
Assess refractive conditions of eyes, using retinoscopes.

O*NET Task ID 19240

0.5
Call patients to inquire about their post-operative status or recovery.

O*NET Task ID 19242

0.5
Conduct ocular motility tests to measure function of eye muscles.

O*NET Task ID 19244

0.5
Conduct visual field tests to measure field of vision.

O*NET Task ID 19245

0.5
Measure and record lens power, using lensometers.

O*NET Task ID 19248

0.5
Measure visual acuity, including near, distance, pinhole, or dynamic visual acuity, using appropriate tests.

O*NET Task ID 19249

0.5
Operate ophthalmic equipment, such as autorefractors, phoropters, tomographs, or retinoscopes.

O*NET Task ID 19250

0.5
Take anatomical or functional ocular measurements of the eye or surrounding tissue, such as axial length measurements.

O*NET Task ID 19251

0.5
Assist patients to select eyewear.

O*NET Task ID 19254

0.5
Conduct binocular disparity tests to assess depth perception.

O*NET Task ID 19256

0.5
Measure corneal curvature with keratometers or ophthalmometers to aid in the diagnosis of conditions, such as astigmatism.

O*NET Task ID 19258

0.5
Administer topical ophthalmic or oral medications.

O*NET Task ID 19239

0.0
Assist patients to insert or remove contact lenses.

O*NET Task ID 19241

0.0
Clean or sterilize ophthalmic or surgical instruments.

O*NET Task ID 19243

0.0
Instruct patients in the care and use of contact lenses.

O*NET Task ID 19246

0.0
Maintain ophthalmic instruments or equipment.

O*NET Task ID 19247

0.0
Adjust or make minor repairs to spectacles or eyeglasses.

O*NET Task ID 19253

0.0
Assist physicians in performing ophthalmic procedures, including surgery.

O*NET Task ID 19255

0.0
Conduct tonometry or tonography tests to measure intraocular pressure.

O*NET Task ID 19257

0.0

β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.

Data sources & licenses — O*NET®, Eloundou et al. (2023): see full notices on the Credits page

All O*NET 31.0 task statements (20)

All O*NET 31.0 task statements for this occupation (English, as published; task type core or supplemental). Exposure values are not listed here; they are in the table above, next to each task statement as worded in the O*NET version each source used.

Task (O*NET 31.0)Type
Administer topical ophthalmic or oral medications.Core
Assess refractive conditions of eyes, using retinoscopes.Core
Assist patients to insert or remove contact lenses.Core
Call patients to inquire about their post-operative status or recovery.Core
Clean or sterilize ophthalmic or surgical instruments.Core
Conduct ocular motility tests to measure function of eye muscles.Core
Conduct visual field tests to measure field of vision.Core
Instruct patients in the care and use of contact lenses.Core
Maintain ophthalmic instruments or equipment.Core
Measure and record lens power, using lensometers.Core
Measure visual acuity, including near, distance, pinhole, or dynamic visual acuity, using appropriate tests.Core
Operate ophthalmic equipment, such as autorefractors, phoropters, tomographs, or retinoscopes.Core
Take anatomical or functional ocular measurements of the eye or surrounding tissue, such as axial length measurements.Core
Take and document patients' medical histories.Core
Assist physicians in performing ophthalmic procedures, including surgery.Core
Conduct binocular disparity tests to assess depth perception.Core
Conduct tonometry or tonography tests to measure intraocular pressure.Core
Measure corneal curvature with keratometers or ophthalmometers to aid in the diagnosis of conditions, such as astigmatism.Core
Adjust or make minor repairs to spectacles or eyeglasses.Supplemental
Assist patients to select eyewear.Supplemental

Occupation information

Employment outlook (BLS)

Employment, 2025
73K
Projected employment, 2035
88K
Change (2025–35)
+21.4%
Median annual wage, 2025
$45,570
Typical education needed for entry
Postsecondary nondegree award
lowest $30,890median wage across 825 detailed occupations, BLS EP 2025–35highest $559,030

Source: U.S. Bureau of Labor Statistics, Employment Projections 2025–35 — Employment by detailed occupation, 2025 and projected 2035

Korea classification links (KSCO)

Links from the current release of the Korea Occupation Direct Crosswalk v1.1, made by AI Changing Work. Relation values are read from the O*NET-SOC occupation side.

KSCO codeKSCO titleRelationStatus
24699그 외 치료‧재활사 및 의료기사Related, not a matchconfirmed

Relation and status definitions(kr-direct v1.1)

ILO occupational description

AI Changing Work links the ISCO-08 unit groups below to this occupation by applying the U.S. Bureau of Labor Statistics crosswalks (2018 SOC to 2010 SOC, 2010 SOC to ISCO-08) as published, without case-by-case selection; each link may be whole or partial.

  • ISCO-08 3256Medical Assistants

The definition, tasks and examples below are the ILO's description of that unit group, not of this occupation.

Medical assistants perform basic clinical and administrative tasks to support patient care under the direct supervision of a medical practitioner or other health professional.

Tasks

  • (a) interviewing patients and their families to obtain information on their health status and medical history;
  • (b) assisting medical doctors and other health professionals to examine and treat patients, including measuring and recording vital signs, administering medications and performing routine clinical procedures such as giving injections and removing sutures;
  • (c) getting patients ready for examination and treatment, including explaining procedures and showing them to examination rooms;
  • (d) preparing and handling medical instruments and supplies, including sterilizing instruments and disposing of contaminated supplies in accordance with safety procedures;
  • (e) collecting blood, tissue or other specimens, and preparing them for laboratory testing;
  • (f) providing information to patients and families on health care topics including medications prescribed by a medical doctor or other health professional;
  • (g) providing prescription and drug refill information to pharmacies;
  • (h) maintaining cleanliness of patient waiting and examination rooms;
  • (i) recording information on patients' medical history, diagnostic testing and treatment procedures and results, and other information in medical records-keeping systems;
  • (j) scheduling appointments with patients, and preparing documentation required for billing, reporting and insurance purposes.

Example occupations

Clinical assistant · Medical assistant · Ophthalmic assistant

Sources: ILO ISCO-08 — details: Credits

ESCO occupational vocabulary

Each entry below is matched to this occupation in the published ESCO-O*NET Crosswalk (version 1, 2022). The match types are that crosswalk's; the wording is AI Changing Work's.

  • optometristESCO 2267.1Overlapping, not the same

    Optometrists examine and test eyes to identify abnormalities, visual problems, or disease. They prescribe and fit lenses such as spectacles and contacts, and offer advice on visual problems. They may also refer patients to a medical practitioner. Their scope of practice and title varies according to national regulations.

  • orthoptistESCO 2267.2Overlapping, not the same

    Orthoptists diagnose and treat anomalies of binocular vision. They examine, assess and treat vision impairments, squint, amblyopia and eye motility disorders. Orthoptists apply these methods in particular in the fields of paediatrics, neurology, neuro-ophthalmology, ophthalmology, orthoptics, optometry, pleoptics and strabology assessing functional diseases of the eye for improving functional disorders of the visual system. They also provide counselling, preventive measures and training activities and may refract and prescribe glasses, such as prism corrective glasses.

Source: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

License: CC BY 4.0 (EU Reuse Notice)

View original

ESCO reuse terms and the modification notice are in Credits.

France classification links (ROME)

AI Changing Work's links between this occupation and ROME 4.0 job profiles, judged with AI models. Relations are read from this occupation's side. Links marked “provisional” were adopted on the judgments of two judges from the same model family (Claude) alone, or by an operator rule applied to their judgments, so they rest on weaker evidence than confirmed links.

ROME codeROME title (French)Relation
J1407OrthoptisteOverlapping, not the sameprovisional
J1405Opticien / OpticienneRelated, not a matchprovisional

Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.

ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.

(AI Changing Work link release: fr-direct v1)

Spain classification links (CNO-11)

AI Changing Work's links between this occupation and CNO-11 occupations, judged with AI models. Relations are read from this occupation's side.

CNO-11 codeCNO-11 title (Spanish)Relation
2155Ópticos-optometristasRelated, not a match

Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.

(AI Changing Work link release: es-direct v1)

Germany classification links (KldB)

AI Changing Work's links between this occupation and KldB occupations, judged with AI models. Relations are read from this occupation's side.

KldB codeKldB title (German)Relation
81132Orthoptisten/Orthoptistinnen - fachlich ausgerichtete TätigkeitenThis occupation is broader
81102Medizinische Fachangestellte (ohne Spezialisierung) - fachlich ausgerichtete TätigkeitenRelated, not a match

Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.

(AI Changing Work link release: de-direct v1)

Japan classification links (JSCO)

AI Changing Work's links between this occupation and JSCO occupations, judged with AI models. Relations are read from this occupation's side.

JSCO codeJSCO title (Japanese)Relation
145視能訓練士,言語聴覚士This occupation is narrower

Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.

(AI Changing Work link release: jp-direct v1)

Sources, licenses and AI Changing Work's modification and translation notices for this page: Credits & sources