entityType = "role"
schemaVersion = "role.v1"
slug = "role-47-2081-00"
socCode = "47-2081.00"
title = "Drywall and Ceiling Tile Installers"
summary = "Apply plasterboard or other wallboard to ceilings or interior walls of buildings. Apply or mount acoustical tiles or blocks, strips, or sheets of shock-absorbing materials to ceilings and walls of buildings to reduce or reflect sound. Materials may be of decorative quality. Includes lathers who fasten wooden, metal, or rockboard lath to walls, ceilings, or partitions of buildings to provide support base for plaster, fireproofing, or acoustical material."
aliases = ["Drywall Finisher", "Drywall Hanger", "Drywall Installer", "Metal Framer", "Ceiling Installer", "Dry Wall Installer", "Drywall Mechanic", "Drywaller", "Exterior Interior Specialist", "Metal Stud Framer", "Acoustical Carpenter", "Acoustical Ceiling Installer"]
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 = "Less than a High School Diploma"
percentage = 41.87

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 24.36

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 19.3

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 9.65

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 4.82

[educationLevel]
category = "No formal educational credential"
slug = "no-formal-educational-credential"

[market]
medianWage = 58140
meanWage = 62810
pct10Wage = 37810
pct25Wage = 46880
pct75Wage = 72660
pct90Wage = 101380
employment = 82900
areaTitle = "U.S."

[industries]
count = 12

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 80860
medianWage = 58300
lq = 18.52

[[industries.top]]
naics = "238310"
slug = "238310"
title = "Drywall and Insulation Contractors"
level = "National industry"
employment = 65140
medianWage = 58770
lq = 493.14

[[industries.top]]
naics = "238320"
slug = "238320"
title = "Painting and Wall Covering Contractors"
level = "National industry"
employment = 1980
medianWage = 52530
lq = 17.82

[[industries.top]]
naics = "238140"
slug = "238140"
title = "Masonry Contractors"
level = "National industry"
employment = 1650
medianWage = 49920
lq = 21.37

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 930
medianWage = 37810
lq = 0.19

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 890
medianWage = 46800
lq = 0.13

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 440
medianWage = 42500
lq = 0.31

[[industries.top]]
naics = "238220"
slug = "238220"
title = "Plumbing, Heating, and Air-Conditioning Contractors"
level = "National industry"
employment = 400
medianWage = 58240
lq = 0.59

[[industries.top]]
naics = "238110"
slug = "238110"
title = "Poured Concrete Foundation and Structure Contractors"
level = "National industry"
employment = 380
medianWage = 80490
lq = 2.73

[[industries.top]]
naics = "238160"
slug = "238160"
title = "Roofing Contractors"
level = "National industry"
employment = 90
medianWage = 45640

[[industries.top]]
naics = "238290"
slug = "238290"
title = "Other Building Equipment Contractors"
level = "National industry"
medianWage = 65050

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
medianWage = 38090

[[industries.concentrated]]
naics = "238310"
slug = "238310"
title = "Drywall and Insulation Contractors"
level = "National industry"
employment = 65140
lq = 493.14

[[industries.concentrated]]
naics = "238140"
slug = "238140"
title = "Masonry Contractors"
level = "National industry"
employment = 1650
lq = 21.37

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 80860
lq = 18.52

[[industries.concentrated]]
naics = "238320"
slug = "238320"
title = "Painting and Wall Covering Contractors"
level = "National industry"
employment = 1980
lq = 17.82

[[industries.concentrated]]
naics = "238110"
slug = "238110"
title = "Poured Concrete Foundation and Structure Contractors"
level = "National industry"
employment = 380
lq = 2.73

[[industries.concentrated]]
naics = "238220"
slug = "238220"
title = "Plumbing, Heating, and Air-Conditioning Contractors"
level = "National industry"
employment = 400
lq = 0.59

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 440
lq = 0.31

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 930
lq = 0.19

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

[aiOutlook.index]
value = 8
percentile = 4
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 4
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 12
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 8
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.79
percentile = 64
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 = 0.041666666666666664
gamma = 0.08333333333333333

[aiOutlook.bls]
growthPercent = 4.2
growthPercentile = 66
direction = "About average"
annualOpeningsThousands = 7.7
annualOpeningsPercentile = 57
employment2024Thousands = 103.1
employment2034Thousands = 107.4

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.647971
percentile = 4
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 = 0.08333333333333333
percentile = 12
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 = 0.042472918524605247
percentile = 8
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 blueprints or other specifications to determine methods of installation, work procedures, or material or tool requirements."
usagePercent = 0.017152200617068392
importance = 4.18

[[aiOutlook.usageTasks]]
task = "Measure and mark surfaces to lay out work, according to blueprints or drawings, using tape measures, straightedges or squares, and marking devices."
usagePercent = 0.0016433246100185286
importance = 4.16

[[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"

[aiPlaybook]
trustedTaskCount = 1
taskCount = 2
totalSample = 99
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 33.33
augmentationShare = 55.13
workUsePercent = 33.33
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 33.33

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 28.21

[[aiPlaybook.collaboration]]
label = "learning"
percent = 26.92

[[aiPlaybook.useCase]]
label = "personal"
percent = 58.97

[[aiPlaybook.useCase]]
label = "work"
percent = 33.33

[[aiPlaybook.delegatedTasks]]
task = "Read blueprints or other specifications to determine methods of installation, work procedures, or material or tool requirements."
usagePercent = 0.0078009751218902365
collaboration = "directive"
autonomyMedian = 3
sampleCount = 78

[[aiPlaybook.boundaryTasks]]
task = "Read blueprints or other specifications to determine methods of installation, work procedures, or material or tool requirements."
humanNeededPercent = 97.43589743589743
sampleCount = 78

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: read blueprints or other specifications to determine methods of installation, work procedures, or material or tool requirements. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 26
skills = 35
capabilities = 120
tools = 11
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "02af0d2545c245e3"

[[tasks]]
text = "Read blueprints or other specifications to determine methods of installation, work procedures, or material or tool requirements."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Measure and mark surfaces to lay out work, according to blueprints or drawings, using tape measures, straightedges or squares, and marking devices."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Fit and fasten wallboard or drywall into position on wood or metal frameworks, using glue, nails, or screws."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Measure and cut openings in panels or tiles for electrical outlets, windows, vents, plumbing, or other fixtures, using keyhole saws or other cutting tools."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Assemble or install metal framing or decorative trim for windows, doorways, or vents."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Cut metal or wood framing and trim to size, using cutting tools."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Inspect furrings, mechanical mountings, or masonry surfaces for plumbness and level, using spirit or water levels."
type = "Core"
iwa = "4.A.1.b.2.f"

[[tasks]]
text = "Cut fixture or border tiles to size, using keyhole saws, and insert them into surrounding frameworks."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Cut and screw together metal channels to make floor or ceiling frames, according to plans for the location of rooms or hallways."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Hang drywall panels on metal frameworks of walls and ceilings in offices, schools, or other large buildings, using lifts or hoists to adjust panel heights, when necessary."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Trim rough edges from wallboard to maintain even joints, using knives."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Coordinate work with drywall finishers who cover the seams between drywall panels."
type = "Core"
iwa = "4.A.4.b.4.i"

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

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

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

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

[[activities]]
name = "Cut openings in existing structures."
iwa = "4.A.3.a.2.l"

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

[[activities]]
name = "Install trim or paneling."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Coordinate construction project activities."
iwa = "4.A.4.b.4.i"

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

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

[[activities]]
name = "Install masonry materials."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Cut tile, stone, or other masonry materials."
iwa = "4.A.3.a.2.l"

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

[[activities]]
name = "Install wooden structural components."
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 insulation in equipment or structures."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Apply mortar."
iwa = "4.A.3.a.2.am"

[[activities]]
name = "Clean surfaces in preparation for work activities."
iwa = "4.A.3.a.1.c"

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

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 4.47

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.62

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3.62

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Gross Body Equilibrium"
family = "ability"
value = 3.5

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.25

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3.25

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.18

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.12

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

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

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

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.12

[[capabilities]]
name = "Stamina"
family = "ability"
value = 3.12

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.09

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3

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

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

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

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

[[capabilities]]
name = "Design"
family = "knowledge"
value = 2.97

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 2.96

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 2.88

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

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 2.88

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 2.88

[[capabilities]]
name = "Dynamic Strength"
family = "ability"
value = 2.88

[[capabilities]]
name = "Gross Body Coordination"
family = "ability"
value = 2.88

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 2.75

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Construction Software Center EasyEst"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "DevWave Estimate Works"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Job costing software"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "Logic Group Scanner Digitizing Software"
category = "Optical character reader OCR or scanning software"
hot = false
inDemand = false

[[tools]]
example = "On Center Quick Bid"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Turtle Creek Software Goldenseal"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Wilhelm Publishing Threshold"
category = "Word processing software"
hot = false
inDemand = false

[[workContext]]
name = "Spend Time Standing"
value = 4.86

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.74

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.53

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.43

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.1

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.08

[[workContext]]
name = "Telephone Conversations"
value = 4.07

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.07

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.01

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.97

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.95

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.9

[[workContext]]
name = "Time Pressure"
value = 3.73

[[workContext]]
name = "Contact With Others"
value = 3.69

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.69

[[workContext]]
name = "Frequency of Decision Making"
value = 3.67

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.62

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.47

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.47

[[workContext]]
name = "Exposed to Contaminants"
value = 3.45

[[workContext]]
name = "Physical Proximity"
value = 3.42

[[workContext]]
name = "Spend Time Climbing Ladders, Scaffolds, or Poles"
value = 3.37

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.36

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.33

[[workContext]]
name = "Level of Competition"
value = 3.28

[[workContext]]
name = "Exposed to High Places"
value = 3.17

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.15

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.13

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.1

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.09

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.08

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 3.01

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.96

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.95

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.87

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.8

[[workContext]]
name = "Consequence of Error"
value = 2.79

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.7

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.65

[[workContext]]
name = "Written Letters and Memos"
value = 2.54

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

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 6.63

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 3.24

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.14

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.3

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.96

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 1.86

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 1.85

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 1.6

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 1.55

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 1.47

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.39

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 1.25

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.23

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.2

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

[[relatedRoles]]
socCode = "47-2082.00"
slug = "role-47-2082-00"
title = "Tapers"
tier = "Primary-Short"

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

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

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

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

[[relatedRoles]]
socCode = "47-2181.00"
slug = "role-47-2181-00"
title = "Roofers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-2132.00"
slug = "role-47-2132-00"
title = "Insulation Workers, Mechanical"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "47-2171.00"
slug = "role-47-2171-00"
title = "Reinforcing Iron and Rebar Workers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-2221.00"
slug = "role-47-2221-00"
title = "Structural Iron and Steel Workers"
tier = "Supplemental"

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.79
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.647971
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.466766
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.496086
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
