entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-9082-00"
socCode = "51-9082.00"
title = "Medical Appliance Technicians"
summary = "Construct, maintain, or repair medical supportive devices such as braces, orthotics and prosthetic devices, joints, arch supports, and other surgical and medical appliances."
aliases = ["Lab Technician", "Orthotic Technician", "Orthotic and Prosthetic Technician (O and P Technician)", "Prosthetics Technician", "Certified Pedorthotist", "Hearing Aid Repair Technician", "Orthopedic Technician", "Prosthetic Technician", "Registered Prosthetic Orthotic Technician", "Arch Support Maker", "Arch Support Technician", "Arch-Support Maker"]

[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 = "Associate's Degree (or other 2-year degree)"
percentage = 26.27

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 21.22

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 18.17

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 10.16

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 9.51

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 8.63

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 5.75

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 0.28

[educationLevel]
category = "High school diploma or equivalent"
slug = "high-school-diploma-or-equivalent"

[market]
medianWage = 47060
meanWage = 51410
pct10Wage = 36560
pct25Wage = 40300
pct75Wage = 58710
pct90Wage = 74570
employment = 11490
areaTitle = "U.S."

[industries]
count = 8

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 7140
medianWage = 46450
lq = 7.51

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1760
medianWage = 50910
lq = 1.02

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1120
medianWage = 57620
lq = 2.49

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 900
medianWage = 46220
lq = 0.77

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 200
medianWage = 40810
lq = 0.3

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 170
medianWage = 40040
lq = 0.86

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
medianWage = 36830

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
medianWage = 47310

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 7140
lq = 7.51

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1120
lq = 2.49

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1760
lq = 1.02

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 170
lq = 0.86

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 900
lq = 0.77

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 200
lq = 0.3

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 22
percentile = 20
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 35
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 25
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 7
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.45
percentile = 45
band = "Moderate"
note = "A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking."

[aiOutlook.eloundou]
alpha = 0.06896551724137931
beta = 0.13793103448275862
gamma = 0.20689655172413793

[aiOutlook.bls]
growthPercent = 3.7
growthPercentile = 61
direction = "About average"
annualOpeningsThousands = 1.5
annualOpeningsPercentile = 22
employment2024Thousands = 12
employment2034Thousands = 12.4

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.4949538
percentile = 35
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 = 0.20689655172413793
percentile = 25
band = "Low"
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 = 0.03777009650762049
percentile = 7
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 = "frey_osborne"
version = "frey-osborne-automation"

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

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

[counts]
tasks = 15
skills = 35
capabilities = 120
tools = 12
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "1b30072a5327c998"

[[tasks]]
text = "Drill and tap holes for rivets, and glue, weld, bolt, or rivet parts together to form prosthetic or orthotic devices."
type = "Core"
iwa = "4.A.3.a.2.ad"

[[tasks]]
text = "Read prescriptions or specifications to determine the type of product or device to be fabricated and the materials and tools required."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Make orthotic or prosthetic devices, using materials such as thermoplastic and thermosetting materials, metal alloys and leather, and hand or power tools."
type = "Core"
iwa = "4.A.3.a.2.q"

[[tasks]]
text = "Bend, form, and shape fabric or material to conform to prescribed contours of structural components."
type = "Core"
iwa = "4.A.3.a.2.f"

[[tasks]]
text = "Construct or receive casts or impressions of patients' torsos or limbs for use as cutting and fabrication patterns."
type = "Core"
iwa = "4.A.3.a.2.q"

[[tasks]]
text = "Repair, modify, or maintain medical supportive devices, such as artificial limbs, braces, or surgical supports, according to specifications."
type = "Core"
iwa = "4.A.3.b.4.f"

[[tasks]]
text = "Cover or pad metal or plastic structures or devices, using coverings such as rubber, leather, felt, plastic, or fiberglass."
type = "Core"
iwa = "4.A.3.a.2.q"

[[tasks]]
text = "Test medical supportive devices for proper alignment, movement, or biomechanical stability, using meters and alignment fixtures."
type = "Core"
iwa = "4.A.1.b.2.f"

[[tasks]]
text = "Lay out and mark dimensions of parts, using templates and precision measuring instruments."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Fit appliances onto patients, and make any necessary adjustments."
type = "Core"
iwa = "4.A.1.b.3.e"

[[tasks]]
text = "Polish artificial limbs, braces, or supports, using grinding and buffing wheels."
type = "Core"
iwa = "4.A.3.a.2.o"

[[tasks]]
text = "Mix pigments to match patients' skin coloring, according to formulas, and apply mixtures to orthotic or prosthetic devices."
type = "Supplemental"
iwa = "4.A.3.a.1.a"

[[emergingTasks]]
text = "Order parts or supplies for orthotic or prosthetic devices."

[[activities]]
name = "Measure clients to ensure proper product fit."
iwa = "4.A.1.b.3.e"

[[activities]]
name = "Construct customized assistive medical or dental devices."
iwa = "4.A.3.a.2.q"

[[activities]]
name = "Read work orders or other instructions to determine product specifications or materials requirements."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Repair medical or dental assistive devices."
iwa = "4.A.3.b.4.f"

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

[[activities]]
name = "Cast molds of patient anatomies to create medical or dental devices."
iwa = "4.A.3.a.2.q"

[[activities]]
name = "Adjust fabrics or other materials during garment production."
iwa = "4.A.3.a.2.f"

[[activities]]
name = "Drill holes in parts, equipment, or materials."
iwa = "4.A.3.a.2.ad"

[[activities]]
name = "Operate welding equipment."
iwa = "4.A.3.a.2.ai"

[[activities]]
name = "Draw guide lines or markings on materials or workpieces using patterns or other references."
iwa = "4.A.3.a.2.ao"

[[activities]]
name = "Inspect medical or dental assistive devices."
iwa = "4.A.1.b.2.f"

[[activities]]
name = "Polish materials, workpieces, or finished products."
iwa = "4.A.3.a.2.o"

[[activities]]
name = "Operate grinding equipment."
iwa = "4.A.3.a.3.l"

[[activities]]
name = "Repair production equipment or tools."
iwa = "4.A.3.b.4.c"

[[activities]]
name = "Mix ingredients to create specific finishes."
iwa = "4.A.3.a.1.a"

[[activities]]
name = "Apply protective or decorative finishes to workpieces or products."
iwa = "4.A.3.a.2.ag"

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.89

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.75

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.75

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.75

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.75

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.68

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Troubleshooting"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.62

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.5

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.5

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.5

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.47

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.43

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.38

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.28

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.25

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

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.07

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

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

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

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

[[capabilities]]
name = "Equipment Maintenance"
family = "transferable_skill"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Ohio Willow Wood OMEGA Tracer System"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Orthotic fabrication software"
category = "Computer aided manufacturing CAM software"
hot = false
inDemand = false

[[tools]]
example = "Seattle Systems Shapemaker"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "SoftSource CADview"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Vorum Research Corporation CANFIT-PLUS"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.85

[[workContext]]
name = "Exposed to Contaminants"
value = 4.74

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.57

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.48

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.39

[[workContext]]
name = "Frequency of Decision Making"
value = 4.39

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.39

[[workContext]]
name = "Time Pressure"
value = 4.39

[[workContext]]
name = "Spend Time Standing"
value = 4.34

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.32

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.29

[[workContext]]
name = "Contact With Others"
value = 4.27

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.24

[[workContext]]
name = "Telephone Conversations"
value = 4.21

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.94

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.89

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.86

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.85

[[workContext]]
name = "Physical Proximity"
value = 3.84

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.81

[[workContext]]
name = "E-Mail"
value = 3.79

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.76

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.75

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.51

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.34

[[workContext]]
name = "Level of Competition"
value = 3.34

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.26

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.21

[[workContext]]
name = "Consequence of Error"
value = 3.17

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.92

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.91

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.91

[[workContext]]
name = "Written Letters and Memos"
value = 2.89

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.75

[[workContext]]
name = "Conflict Situations"
value = 2.74

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.72

[[workContext]]
name = "Public Speaking"
value = 2.53

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.09

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.04

[[workContext]]
name = "Spend Time Sitting"
value = 1.96

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 7

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 4.75

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 4.53

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 4.26

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.96

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 3.84

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.66

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.2

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

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

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 2.58

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

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.16

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.03

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 1.97

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 1.92

[[relatedRoles]]
socCode = "51-9081.00"
slug = "role-51-9081-00"
title = "Dental Laboratory Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-9062.00"
slug = "role-49-9062-00"
title = "Medical Equipment Repairers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9083.00"
slug = "role-51-9083-00"
title = "Ophthalmic Laboratory Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-2041.00"
slug = "role-51-2041-00"
title = "Structural Metal Fabricators and Fitters"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9195.00"
slug = "role-51-9195-00"
title = "Molders, Shapers, and Casters, Except Metal and Plastic"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "17-3028.00"
slug = "role-17-3028-00"
title = "Calibration Technologists and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4122.00"
slug = "role-51-4122-00"
title = "Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-2022.00"
slug = "role-51-2022-00"
title = "Electrical and Electronic Equipment Assemblers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "31-9093.00"
slug = "role-31-9093-00"
title = "Medical Equipment Preparers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-2091.00"
slug = "role-29-2091-00"
title = "Orthotists and Prosthetists"
tier = "Supplemental"

[[relatedRoles]]
socCode = "29-1242.00"
slug = "role-29-1242-00"
title = "Orthopedic Surgeons, Except Pediatric"
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 = "frey_osborne"
label = "Computerization probability"
score = 0.45
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.4949538
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.3203743
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.5483078
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
