entityType = "role"
schemaVersion = "role.v1"
slug = "role-47-2121-00"
socCode = "47-2121.00"
title = "Glaziers"
summary = "Install glass in windows, skylights, store fronts, and display cases, or on surfaces, such as building fronts, interior walls, ceilings, and tabletops."
aliases = ["Commercial Glazier", "Field Glazier", "Glazer", "Glazier", "Auto Glass Tech (Automobile Glass Technician)", "Glass Installer", "Glass Technician (Glass Tech)", "Glassman", "Glazier Worker", "Union Glazier", "Architectural Glazier", "Art Glass Setter"]
emergingTasks = []

[preparation]
jobZone = "2"
jobZoneName = "Job Zone 1-2: Very Little to Some Preparation Needed"
education = "Usually requires a high school diploma or GED, though some occupations may not."
experience = "Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training."
svpRange = "(Below 6.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 44.16

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 35.77

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 12

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 8.08

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

[market]
medianWage = 55440
meanWage = 60260
pct10Wage = 37710
pct25Wage = 45530
pct75Wage = 68300
pct90Wage = 98780
employment = 57000
areaTitle = "U.S."

[industries]
count = 13

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 44560
medianWage = 57200
lq = 14.84

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 8000
medianWage = 51040
lq = 1.39

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 1790
medianWage = 43220
lq = 0.38

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1280
medianWage = 46890
lq = 0.78

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 830
medianWage = 62590
lq = 0.37

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 290
medianWage = 44890
lq = 0.09

[[industries.top]]
naics = "238160"
slug = "238160"
title = "Roofing Contractors"
level = "National industry"
employment = 230
medianWage = 56650
lq = 2.5

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 230
medianWage = 44890
lq = 0.23

[[industries.top]]
naics = "238310"
slug = "238310"
title = "Drywall and Insulation Contractors"
level = "National industry"
employment = 220
medianWage = 49120
lq = 2.42

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 140
medianWage = 66870
lq = 0.03

[[industries.top]]
naics = "238320"
slug = "238320"
title = "Painting and Wall Covering Contractors"
level = "National industry"
employment = 40
medianWage = 81400

[[industries.top]]
naics = "238220"
slug = "238220"
title = "Plumbing, Heating, and Air-Conditioning Contractors"
level = "National industry"
medianWage = 50430

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 44560
lq = 14.84

[[industries.concentrated]]
naics = "238160"
slug = "238160"
title = "Roofing Contractors"
level = "National industry"
employment = 230
lq = 2.5

[[industries.concentrated]]
naics = "238310"
slug = "238310"
title = "Drywall and Insulation Contractors"
level = "National industry"
employment = 220
lq = 2.42

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 8000
lq = 1.39

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1280
lq = 0.78

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 1790
lq = 0.38

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 830
lq = 0.37

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 230
lq = 0.23

[aiOutlook]
teleworkable = false
usageRelease = "2026-01-15-v4-plus-2025-03-27-v2"

[aiOutlook.index]
value = 13
percentile = 9
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 21
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 11
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.73
percentile = 60
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
beta = 0.08333333333333333
gamma = 0.16666666666666666

[aiOutlook.bls]
growthPercent = 3.3
growthPercentile = 55
direction = "About average"
annualOpeningsThousands = 5.1
annualOpeningsPercentile = 49
employment2024Thousands = 60.5
employment2034Thousands = 62.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.388901
percentile = 7
band = "Low"
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 = 0.16666666666666666
percentile = 21
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 = 0.05309261511565369
percentile = 11
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.usageTasks]]
task = "Read and interpret blueprints or specifications to determine size, shape, color, type, or thickness of glass, location of framing, installation procedures, or staging or scaffolding materials required."
usagePercent = 0.002978525855658583
importance = 4.37

[[aiOutlook.usageTasks]]
task = "Confer with customers to determine project requirements or to provide cost estimates."
usagePercent = 0.0018487401862708444
importance = 3.87

[[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 = 27
skills = 34
capabilities = 120
tools = 7
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "4dad553d6e992028"

[[tasks]]
text = "Read and interpret blueprints or specifications to determine size, shape, color, type, or thickness of glass, location of framing, installation procedures, or staging or scaffolding materials required."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Determine plumb of walls or ceilings, using plumb lines and levels."
type = "Core"
iwa = "4.A.1.b.2.f"

[[tasks]]
text = "Install pre-assembled metal or wood frameworks for windows or doors to be fitted with glass panels, using hand tools."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Fabricate or install metal sashes or moldings for glass installation, using aluminum or steel framing."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Set glass doors into frames and bolt metal hinges, handles, locks, or other hardware to attach doors to frames and walls."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Operate cranes or hoists with suction cups to lift large, heavy pieces of glass."
type = "Core"
iwa = "4.A.3.a.3.h"

[[tasks]]
text = "Cut, fit, install, repair, or replace glass or glass substitutes, such as plastic or aluminum, in building interiors or exteriors or in furniture or other products."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Drive trucks to installation sites and unload mirrors, glass equipment, or tools."
type = "Core"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Load and arrange glass or mirrors onto delivery trucks, using suction cups or cranes to lift glass."
type = "Core"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Measure mirrors and dimensions of areas to be covered to determine work procedures."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Cut and attach mounting strips, metal or wood moldings, rubber gaskets, or metal clips to surfaces in preparation for mirror installation."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Pack spaces between moldings and glass with glazing compounds and trim excess material with glazing knives."
type = "Core"
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Review blueprints or specifications to determine work requirements."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Verify alignment of structures or equipment."
iwa = "4.A.1.b.2.f"

[[activities]]
name = "Install metal structural components."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Fabricate parts or components."
iwa = "4.A.3.a.2.aa"

[[activities]]
name = "Measure materials or objects for installation or assembly."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Install doors or windows."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Apply material to fill gaps in surfaces."
iwa = "4.A.3.a.2.am"

[[activities]]
name = "Install building fixtures."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Cut glass."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Remove worn, damaged or outdated materials from work areas."
iwa = "4.A.3.a.1.e"

[[activities]]
name = "Load or unload materials used in construction or extraction."
iwa = "4.A.3.a.1.f"

[[activities]]
name = "Drive trucks or truck-mounted equipment."
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Install wooden structural components."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Cut metal components for installation."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Cut wood components for installation."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Assemble temporary equipment or structures."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Dismantle equipment or temporary structures."
iwa = "4.A.3.a.2.s"

[[activities]]
name = "Operate cranes, hoists, or other moving or lifting equipment."
iwa = "4.A.3.a.3.h"

[[activities]]
name = "Mark reference points on construction materials."
iwa = "4.A.3.a.2.ao"

[[activities]]
name = "Smooth surfaces with abrasive materials or tools."
iwa = "4.A.3.a.2.o"

[[activities]]
name = "Trim excess material from installations."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Communicate with clients about products, procedures, and policies."
iwa = "4.A.4.a.1.b"

[[activities]]
name = "Select construction materials."
iwa = "4.A.2.b.1.j"

[[activities]]
name = "Protect structures or surfaces near work areas to avoid damage."
iwa = "4.A.3.a.1.d"

[[activities]]
name = "Apply adhesives to construction materials."
iwa = "4.A.3.a.1.g"

[[activities]]
name = "Cut carpet, vinyl or other flexible materials."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Apply decorative or textured finishes or coverings."
iwa = "4.A.3.a.2.as"

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 4.3

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.88

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.75

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.5

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.47

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.46

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.39

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

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.38

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.25

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.25

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.12

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.12

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3.12

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3

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

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

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

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

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3

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

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

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3

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

[[capabilities]]
name = "Gross Body Equilibrium"
family = "ability"
value = 3

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 2.88

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Project Management Software"
type = "Specialized Skill"

[[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 Windows"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "American Glazing Software AGS WindowPricer"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "BidMaster"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "D-CALC FACADE 4000"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Work order software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.75

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.74

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.72

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.44

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.42

[[workContext]]
name = "Contact With Others"
value = 4.39

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.38

[[workContext]]
name = "Spend Time Standing"
value = 4.28

[[workContext]]
name = "Physical Proximity"
value = 4.24

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.11

[[workContext]]
name = "Frequency of Decision Making"
value = 4.05

[[workContext]]
name = "Freedom to Make Decisions"
value = 4

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.99

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.96

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.94

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.93

[[workContext]]
name = "Time Pressure"
value = 3.93

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.9

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.87

[[workContext]]
name = "Consequence of Error"
value = 3.83

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.77

[[workContext]]
name = "Exposed to High Places"
value = 3.77

[[workContext]]
name = "Telephone Conversations"
value = 3.71

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.66

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.64

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.61

[[workContext]]
name = "Exposed to Contaminants"
value = 3.59

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.59

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 3.48

[[workContext]]
name = "Spend Time Climbing Ladders, Scaffolds, or Poles"
value = 3.47

[[workContext]]
name = "Level of Competition"
value = 3.43

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.33

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 3.32

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 3.18

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.15

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.15

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.08

[[workContext]]
name = "Conflict Situations"
value = 3.06

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.06

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.93

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.32

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 6.06

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.59

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 3.16

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.88

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.33

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.3

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.25

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.14

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.09

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.03

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.96

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.68

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.67

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 1.52

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.42

[[relatedRoles]]
socCode = "49-3022.00"
slug = "role-49-3022-00"
title = "Automotive Glass Installers and Repairers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-2031.00"
slug = "role-47-2031-00"
title = "Carpenters"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-2081.00"
slug = "role-47-2081-00"
title = "Drywall and Ceiling Tile Installers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-2021.00"
slug = "role-47-2021-00"
title = "Brickmasons and Blockmasons"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-2042.00"
slug = "role-47-2042-00"
title = "Floor Layers, Except Carpet, Wood, and Hard Tiles"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-2044.00"
slug = "role-47-2044-00"
title = "Tile and Stone Setters"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-2131.00"
slug = "role-47-2131-00"
title = "Insulation Workers, Floor, Ceiling, and Wall"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-2211.00"
slug = "role-47-2211-00"
title = "Sheet Metal Workers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-2161.00"
slug = "role-47-2161-00"
title = "Plasterers and Stucco Masons"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "47-3011.00"
slug = "role-47-3011-00"
title = "Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters"
tier = "Supplemental"

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

[[careerClusters]]
cluster = "Construction"
slug = "construction"

[[studyPrograms]]
title = "Construction Trades"
slug = "construction-trades"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.73
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.388901
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.279049
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.267038
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
