entityType = "role"
schemaVersion = "role.v1"
slug = "role-29-2099-05"
socCode = "29-2099.05"
title = "Ophthalmic Medical Technologists"
summary = "Assist ophthalmologists by performing ophthalmic clinical functions and ophthalmic photography. Provide instruction and supervision to other ophthalmic personnel. Assist with minor surgical procedures, applying aseptic techniques and preparing instruments. May perform eye exams, administer eye medications, and instruct patients in care and use of corrective lenses."
aliases = ["Certified Ophthalmic Medical Technologist (COMT)", "Ophthalmic Medical Technologist (Ophthalmic Medical Tech)", "Ophthalmic Technologist (Ophthalmic Tech)", "Surgical Coordinator", "Certified Diagnostic Ophthalmic Sonographer (CDOS)", "Ophthalmic Echographer", "Ophthalmic Photographer", "Ophthalmic Sonographer", "Ophthalmic Ultrasonographer", "Registered Ophthalmic Ultrasound Biometrist (ROUB)", "Angiographer", "Angiography Technologist"]
emergingTasks = []

[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 = 30

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 25

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 15

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 10

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 10

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 10

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

[market]
medianWage = 48790
meanWage = 56370
pct10Wage = 37290
pct25Wage = 40740
pct75Wage = 62280
pct90Wage = 81290
employment = 174060
areaTitle = "U.S."

[industries]
count = 23

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 155430
medianWage = 48230
lq = 5.96

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 3190
medianWage = 61290
lq = 0.21

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3170
medianWage = 51750
lq = 0.31

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 1770
medianWage = 40030
lq = 3.29

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 1670
medianWage = 49320
lq = 0.53

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 1340
medianWage = 53250
lq = 0.19

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1310
medianWage = 62190
lq = 0.11

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 1060
medianWage = 55830
lq = 0.35

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 900
medianWage = 47610
lq = 0.05

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 880
medianWage = 58760
lq = 0.13

[[industries.top]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 860
medianWage = 37990
lq = 4.99

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 740
medianWage = 48630
lq = 2.12

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 155430
lq = 5.96

[[industries.concentrated]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 860
lq = 4.99

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 1770
lq = 3.29

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 740
lq = 2.12

[[industries.concentrated]]
naics = "621310"
slug = "621310"
title = "Offices of Chiropractors"
level = "National industry"
employment = 340
lq = 2.06

[[industries.concentrated]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 420
lq = 1.54

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 320
lq = 0.63

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 1670
lq = 0.53

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 42
percentile = 40
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 40
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 56
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 29
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.03333333333333333
beta = 0.36666666666666664
gamma = 0.7

[aiOutlook.bls]
growthPercent = 5.2
growthPercentile = 76
direction = "About average"
annualOpeningsThousands = 13.6
annualOpeningsPercentile = 70
employment2024Thousands = 178.8
employment2034Thousands = 188.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.283854
percentile = 40
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 = 0.7
percentile = 56
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 = 0.09654788603170662
percentile = 29
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 = 31
skills = 36
capabilities = 120
tools = 18
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "5c5922dba176b950"

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

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

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

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

[[tasks]]
text = "Perform slit lamp biomicroscopy procedures to diagnose disorders of the eye, such as retinitis, presbyopia, cataracts, or retinal detachment."
type = "Supplemental"
iwa = "4.A.1.b.2.a"

[[tasks]]
text = "Calculate corrections for refractive errors."
type = "Core"
iwa = "4.A.2.a.4.f"

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

[[tasks]]
text = "Collect ophthalmic measurements or other diagnostic information, using ultrasound equipment, such as A-scan ultrasound biometry or B-scan ultrasonography equipment."
type = "Core"
iwa = "4.A.1.b.2.a"

[[tasks]]
text = "Perform ophthalmic triage, in the office or by phone, to assess severity of patients' conditions."
type = "Core"
iwa = "4.A.2.b.1.f"

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

[[tasks]]
text = "Educate patients on ophthalmic medical procedures, conditions of the eye, and appropriate use of medications."
type = "Core"
iwa = "4.A.4.a.1.e"

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

[[activities]]
name = "Calculate numerical data for medical activities."
iwa = "4.A.2.a.4.f"

[[activities]]
name = "Operate diagnostic imaging equipment."
iwa = "4.A.3.a.3.d"

[[activities]]
name = "Create advanced digital images of patients using computer imaging systems."
iwa = "4.A.3.a.3.d"

[[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 = "Assist healthcare practitioners during examinations or treatments."
iwa = "4.A.4.a.5.k"

[[activities]]
name = "Treat acute illnesses, infections, or injuries."
iwa = "4.A.4.a.5.l"

[[activities]]
name = "Train medical providers."
iwa = "4.A.4.b.3.f"

[[activities]]
name = "Supervise medical support personnel."
iwa = "4.A.4.b.4.a"

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

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

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

[[activities]]
name = "Diagnose medical conditions."
iwa = "4.A.2.b.1.f"

[[activities]]
name = "Communicate detailed medical information to patients or family members."
iwa = "4.A.4.a.1.e"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.5

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 4.1

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 4

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.88

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.75

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.75

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.62

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.25

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

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

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.15

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

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.05

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

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

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3

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

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.95

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Autodesk AutoCAD"
category = "Computer aided design CAD software"
hot = true
inDemand = false

[[tools]]
example = "JavaScript"
category = "Web platform development software"
hot = true
inDemand = false

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

[[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 Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

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

[[tools]]
example = "Computer aided design and drafting CADD software"
category = "Computer aided design CAD 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 = "Hypertext preprocessor PHP"
category = "Web platform development 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 = "Indoors, Environmentally Controlled"
value = 5

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.9

[[workContext]]
name = "Contact With Others"
value = 4.65

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

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.5

[[workContext]]
name = "Telephone Conversations"
value = 4.45

[[workContext]]
name = "Physical Proximity"
value = 4.45

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.3

[[workContext]]
name = "Exposed to Disease or Infections"
value = 4.15

[[workContext]]
name = "Frequency of Decision Making"
value = 4.15

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.05

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.95

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.9

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.8

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.75

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.6

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.55

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

[[workContext]]
name = "Time Pressure"
value = 3.45

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.3

[[workContext]]
name = "Consequence of Error"
value = 3.25

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.2

[[workContext]]
name = "Conflict Situations"
value = 3.15

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.15

[[workContext]]
name = "Spend Time Standing"
value = 3.1

[[workContext]]
name = "Spend Time Sitting"
value = 3.05

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.95

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.9

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.75

[[workContext]]
name = "Level of Competition"
value = 2.6

[[workContext]]
name = "Degree of Automation"
value = 2.5

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.05

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.05

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2

[[workContext]]
name = "Exposed to Contaminants"
value = 1.9

[[workContext]]
name = "Public Speaking"
value = 1.8

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.6

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.5

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.45

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.45

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 6.18

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.41

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.73

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.71

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.32

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 4.29

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 3.88

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 3

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

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 2.82

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.54

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 2.31

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 2.3

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.28

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.02

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2

[[relatedRoles]]
socCode = "29-2057.00"
slug = "role-29-2057-00"
title = "Ophthalmic Medical Technicians"
tier = "Primary-Short"

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

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

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

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

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

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

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

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

[[relatedRoles]]
socCode = "29-2035.00"
slug = "role-29-2035-00"
title = "Magnetic Resonance Imaging Technologists"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-1212.00"
slug = "role-29-1212-00"
title = "Cardiologists"
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 = -0.283854
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.349878
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.2805267
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
