entityType = "role"
schemaVersion = "role.v1"
slug = "role-29-2057-00"
socCode = "29-2057.00"
title = "Ophthalmic Medical Technicians"
summary = "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."
aliases = ["Certified Ophthalmic Surgical Assistant", "Certified Ophthalmic Technician (COT)", "Ophthalmic Assistant", "Ophthalmic Tech (Ophthalmic Technician)", "Certified Ophthalmic Medical Technician (Certified Ophthalmic Medical Tech)", "Certified Ophthalmic Technician-Surgical Assistant (COT-SA)", "Health Technician (Health Tech)", "Ophthalmic Diagnostic Sonographer", "Ophthalmic Medical Assistant", "Ophthalmic Medical Technician (Ophthalmic Medical Tech)", "Certified Retinal Angiographer", "Eyecare Advisor"]

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 59.09

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 27.27

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 9.09

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 4.55

[educationLevel]
category = "Postsecondary nondegree award"
slug = "postsecondary-nondegree-award"

[market]
medianWage = 44080
meanWage = 45360
pct10Wage = 34210
pct25Wage = 37100
pct75Wage = 49730
pct90Wage = 60810
employment = 76520
areaTitle = "U.S."

[industries]
count = 9

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 71810
medianWage = 44440
lq = 6.26

[[industries.top]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 21020
medianWage = 37600
lq = 277.66

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 3120
medianWage = 35960
lq = 0.4

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 720
medianWage = 57320
lq = 0.11

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 310
medianWage = 54650
lq = 0.07

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 180
medianWage = 47440
lq = 0.13

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 120
medianWage = 58400
lq = 0.09

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
medianWage = 37740

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
medianWage = 50350

[[industries.concentrated]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 21020
lq = 277.66

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 71810
lq = 6.26

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 3120
lq = 0.4

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 180
lq = 0.13

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 720
lq = 0.11

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 120
lq = 0.09

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 310
lq = 0.07

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 34
percentile = 32
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 50
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 50
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 1
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.05263157894736842
beta = 0.3289473684210526
gamma = 0.6052631578947368

[aiOutlook.bls]
growthPercent = 19.8
growthPercentile = 98
direction = "Growing fast"
annualOpeningsThousands = 12.5
annualOpeningsPercentile = 67
employment2024Thousands = 78.8
employment2034Thousands = 94.4

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.078734
percentile = 50
band = "Moderate"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.6052631578947368
percentile = 50
band = "Moderate"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.007084170878657434
percentile = 1
band = "Low"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[counts]
tasks = 20
skills = 38
capabilities = 120
tools = 14
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "3c8fc22f2f6b3c63"

[[tasks]]
text = "Take and document patients' medical histories."
type = "Core"
iwa = "4.A.1.a.1.l"

[[tasks]]
text = "Operate ophthalmic equipment, such as autorefractors, phoropters, tomographs, or retinoscopes."
type = "Core"
iwa = "4.A.1.b.2.a"

[[tasks]]
text = "Conduct tonometry or tonography tests to measure intraocular pressure."
type = "Core"
iwa = "4.A.1.b.2.a"

[[tasks]]
text = "Measure visual acuity, including near, distance, pinhole, or dynamic visual acuity, using appropriate tests."
type = "Core"
iwa = "4.A.1.b.2.a"

[[tasks]]
text = "Take anatomical or functional ocular measurements of the eye or surrounding tissue, such as axial length measurements."
type = "Core"
iwa = "4.A.1.b.2.i"

[[tasks]]
text = "Measure and record lens power, using lensometers."
type = "Core"
iwa = "4.A.3.a.3.d"

[[tasks]]
text = "Administer topical ophthalmic or oral medications."
type = "Core"
iwa = "4.A.4.a.5.c"

[[tasks]]
text = "Conduct visual field tests to measure field of vision."
type = "Core"
iwa = "4.A.1.b.2.a"

[[tasks]]
text = "Assist physicians in performing ophthalmic procedures, including surgery."
type = "Core"
iwa = "4.A.4.a.5.k"

[[tasks]]
text = "Measure corneal curvature with keratometers or ophthalmometers to aid in the diagnosis of conditions, such as astigmatism."
type = "Core"
iwa = "4.A.1.b.2.i"

[[tasks]]
text = "Conduct ocular motility tests to measure function of eye muscles."
type = "Core"
iwa = "4.A.1.b.2.a"

[[tasks]]
text = "Clean or sterilize ophthalmic or surgical instruments."
type = "Core"
iwa = "4.A.3.a.1.i"

[[emergingTasks]]
text = "Order supplies."

[[emergingTasks]]
text = "Perform examinations using ophthalmic equipment, such as autorefractors, phoropters, tomographs, or retinoscopes."

[[activities]]
name = "Administer non-intravenous medications."
iwa = "4.A.4.a.5.c"

[[activities]]
name = "Test patient vision."
iwa = "4.A.1.b.2.a"

[[activities]]
name = "Operate diagnostic or therapeutic medical instruments or equipment."
iwa = "4.A.3.a.3.d"

[[activities]]
name = "Instruct patients in the use of assistive equipment."
iwa = "4.A.4.b.3.e"

[[activities]]
name = "Monitor patients following surgeries or other treatments."
iwa = "4.A.1.a.2.e"

[[activities]]
name = "Sterilize medical equipment or instruments."
iwa = "4.A.3.a.1.i"

[[activities]]
name = "Clean medical equipment or facilities."
iwa = "4.A.3.a.1.i"

[[activities]]
name = "Maintain medical equipment or instruments."
iwa = "4.A.3.b.4.f"

[[activities]]
name = "Record patient medical histories."
iwa = "4.A.3.b.6.k"

[[activities]]
name = "Measure the physical or physiological attributes of patients."
iwa = "4.A.1.b.2.i"

[[activities]]
name = "Collect medical information from patients, family members, or other medical professionals."
iwa = "4.A.1.a.1.l"

[[activities]]
name = "Fit eyeglasses, contact lenses, or other vision aids."
iwa = "4.A.4.a.5.f"

[[activities]]
name = "Recommend types of assistive devices."
iwa = "4.A.4.b.6.b"

[[activities]]
name = "Assist healthcare practitioners during surgery."
iwa = "4.A.4.a.5.k"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.32

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 4.18

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.88

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.88

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.88

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.38

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.38

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.32

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.25

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.25

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.12

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.12

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.12

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 2.9

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 2.88

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 2.88

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 2.88

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 2.77

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 2.73

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 2.64

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 2.62

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 2.62

[[skills]]
name = "English Language"
type = "Common Skill"

[[skills]]
name = "Active Listening"
type = "Common Skill"

[[skills]]
name = "Microsoft Excel"
type = "Common Skill"

[[skills]]
name = "Mathematics"
type = "Common Skill"

[[skills]]
name = "Deductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Writing"
type = "Common Skill"

[[skills]]
name = "Speech Recognition"
type = "Specialized Skill"

[[skills]]
name = "Social Perceptiveness"
type = "Common Skill"

[[skills]]
name = "Reading Comprehension"
type = "Common Skill"

[[skills]]
name = "Finger Dexterity"
type = "Common Skill"

[[skills]]
name = "Microsoft Word"
type = "Common Skill"

[[skills]]
name = "Microsoft PowerPoint"
type = "Common Skill"

[[skills]]
name = "Microsoft Outlook"
type = "Common Skill"

[[skills]]
name = "Information Ordering"
type = "Specialized Skill"

[[skills]]
name = "Inductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Critical Thinking"
type = "Common Skill"

[[skills]]
name = "Active Learning"
type = "Common Skill"

[[skills]]
name = "Psychology"
type = "Specialized Skill"

[[skills]]
name = "Time Management"
type = "Common Skill"

[[skills]]
name = "Learning Strategies"
type = "Specialized Skill"

[[skills]]
name = "Instructing"
type = "Specialized Skill"

[[skills]]
name = "Complex Problem Solving"
type = "Common Skill"

[[skills]]
name = "Biology"
type = "Specialized Skill"

[[skills]]
name = "Visualization"
type = "Specialized Skill"

[[skills]]
name = "Systems Analysis"
type = "Specialized Skill"

[[skills]]
name = "Equipment Selection"
type = "Specialized Skill"

[[skills]]
name = "Equipment Maintenance"
type = "Specialized Skill"

[[skills]]
name = "Chemistry"
type = "Specialized Skill"

[[skills]]
name = "Email Software"
type = "Specialized Skill"

[[skills]]
name = "Depth Perception"
type = "Common Skill"

[[skills]]
name = "Negotiation"
type = "Common Skill"

[[skills]]
name = "Telecommunications"
type = "Specialized Skill"

[[skills]]
name = "Foreign Language"
type = "Common Skill"

[[skills]]
name = "Physics"
type = "Specialized Skill"

[[skills]]
name = "Geography"
type = "Specialized Skill"

[[skills]]
name = "Presentation Software"
type = "Specialized Skill"

[[skills]]
name = "Medical Software"
type = "Specialized Skill"

[[skills]]
name = "Installation"
type = "Specialized Skill"

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "AcuityPro"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Email software"
category = "Electronic mail software"
hot = false
inDemand = false

[[tools]]
example = "EyeMD EMR Healthcare Systems EyeMD EMR"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "ezChartWriter"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "iChartPlus"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Medflow Complete"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "MediPro Medisoft Clinical"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "NaviNet Open"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[workContext]]
name = "Contact With Others"
value = 4.91

[[workContext]]
name = "Telephone Conversations"
value = 4.82

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.82

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.82

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.73

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.68

[[workContext]]
name = "Physical Proximity"
value = 4.59

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.55

[[workContext]]
name = "E-Mail"
value = 4.5

[[workContext]]
name = "Frequency of Decision Making"
value = 4.45

[[workContext]]
name = "Exposed to Disease or Infections"
value = 4.27

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.09

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.91

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.82

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.82

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.68

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.64

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.62

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.59

[[workContext]]
name = "Written Letters and Memos"
value = 3.5

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.5

[[workContext]]
name = "Time Pressure"
value = 3.32

[[workContext]]
name = "Spend Time Standing"
value = 3.23

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.14

[[workContext]]
name = "Consequence of Error"
value = 3.14

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.09

[[workContext]]
name = "Conflict Situations"
value = 2.76

[[workContext]]
name = "Spend Time Sitting"
value = 2.73

[[workContext]]
name = "Degree of Automation"
value = 2.73

[[workContext]]
name = "Level of Competition"
value = 2.73

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.45

[[workContext]]
name = "Exposed to Contaminants"
value = 1.95

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.91

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.82

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.73

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.73

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.64

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.64

[[workContext]]
name = "Public Speaking"
value = 1.59

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.41

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 6.3

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.33

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.81

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.64

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.41

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 3.87

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 3.18

[[personFit]]
name = "Dependability"
family = "work_style"
value = 3

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.77

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.44

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 2.35

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.32

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 2.24

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.16

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 2

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 1.92

[[relatedRoles]]
socCode = "29-2099.05"
slug = "role-29-2099-05"
title = "Ophthalmic Medical Technologists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-2031.00"
slug = "role-29-2031-00"
title = "Cardiovascular Technologists and Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "31-9092.00"
slug = "role-31-9092-00"
title = "Medical Assistants"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-9093.00"
slug = "role-29-9093-00"
title = "Surgical Assistants"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-2099.01"
slug = "role-29-2099-01"
title = "Neurodiagnostic Technologists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "31-9099.02"
slug = "role-31-9099-02"
title = "Endoscopy Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-2055.00"
slug = "role-29-2055-00"
title = "Surgical Technologists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-2034.00"
slug = "role-29-2034-00"
title = "Radiologic Technologists and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-2032.00"
slug = "role-29-2032-00"
title = "Diagnostic Medical Sonographers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1126.00"
slug = "role-29-1126-00"
title = "Respiratory Therapists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1241.00"
slug = "role-29-1241-00"
title = "Ophthalmologists, Except Pediatric"
tier = "Supplemental"

[[relatedRoles]]
socCode = "29-1243.00"
slug = "role-29-1243-00"
title = "Pediatric Surgeons"
tier = "Supplemental"

[[careerClusters]]
cluster = "Healthcare & Human Services"
slug = "healthcare-human-services"

[[studyPrograms]]
title = "Health Professions and Related Programs"
slug = "health-professions-and-related-programs"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.078734
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.0545861
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.0829021
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
