entityType = "role"
schemaVersion = "role.v1"
slug = "role-47-2042-00"
socCode = "47-2042.00"
title = "Floor Layers, Except Carpet, Wood, and Hard Tiles"
summary = "Apply blocks, strips, or sheets of shock-absorbing, sound-deadening, or decorative coverings to floors."
aliases = ["Floor Covering Contractor", "Floor Coverings Installer", "Flooring Installer", "Vinyl Installer", "Floor Layer", "Flooring Mechanic", "Tile Installer", "Tile Setter", "Asphalt Tile Floor Layer", "Commercial Installer", "Composition Floor Layer", "Composition Floor 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 = 89.53

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 5.71

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 4.4

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 0.35

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

[market]
medianWage = 54340
meanWage = 60550
pct10Wage = 37190
pct25Wage = 44760
pct75Wage = 72390
pct90Wage = 97180
employment = 24850
areaTitle = "U.S."

[industries]
count = 13

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 20670
medianWage = 55080
lq = 15.79

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 3080
medianWage = 54490
lq = 1.23

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 680
medianWage = 42740
lq = 0.33

[[industries.top]]
naics = "238110"
slug = "238110"
title = "Poured Concrete Foundation and Structure Contractors"
level = "National industry"
employment = 190
medianWage = 50700
lq = 4.56

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 160
medianWage = 44200
lq = 0.16

[[industries.top]]
naics = "238320"
slug = "238320"
title = "Painting and Wall Covering Contractors"
level = "National industry"
employment = 110
medianWage = 50420
lq = 3.3

[[industries.top]]
naics = "238160"
slug = "238160"
title = "Roofing Contractors"
level = "National industry"
employment = 80
medianWage = 40370

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 40
medianWage = 48880

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 40
medianWage = 48880

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 40
medianWage = 77460

[[industries.top]]
naics = "238220"
slug = "238220"
title = "Plumbing, Heating, and Air-Conditioning Contractors"
level = "National industry"
medianWage = 46580

[[industries.top]]
naics = "238310"
slug = "238310"
title = "Drywall and Insulation Contractors"
level = "National industry"
medianWage = 72590

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 20670
lq = 15.79

[[industries.concentrated]]
naics = "238110"
slug = "238110"
title = "Poured Concrete Foundation and Structure Contractors"
level = "National industry"
employment = 190
lq = 4.56

[[industries.concentrated]]
naics = "238320"
slug = "238320"
title = "Painting and Wall Covering Contractors"
level = "National industry"
employment = 110
lq = 3.3

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 3080
lq = 1.23

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 680
lq = 0.33

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 160
lq = 0.16

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 6
percentile = 3
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 3
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 6
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
gamma = 0

[aiOutlook.bls]
growthPercent = 9.5
growthPercentile = 92
direction = "Growing fast"
annualOpeningsThousands = 2.7
annualOpeningsPercentile = 35
employment2024Thousands = 33.7
employment2034Thousands = 36.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.301024
percentile = 8
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
percentile = 3
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 = 0.03557037560499728
percentile = 6
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 = 14
skills = 33
capabilities = 120
tools = 13
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "2660126e46549c96"

[[tasks]]
text = "Sweep, scrape, sand, or chip dirt and irregularities to clean base surfaces, correcting imperfections that may show through the covering."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Cut flooring material to fit around obstructions."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Inspect surface to be covered to ensure that it is firm and dry."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Trim excess covering materials, tack edges, and join sections of covering material to form tight joint."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Form a smooth foundation by stapling plywood or Masonite over the floor or by brushing waterproof compound onto surface and filling cracks with plaster, putty, or grout to seal pores."
type = "Core"
iwa = "4.A.3.a.1.g"

[[tasks]]
text = "Measure and mark guidelines on surfaces or foundations, using chalk lines and dividers."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Cut covering and foundation materials, according to blueprints and sketches."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Roll and press sheet wall and floor covering into cement base to smooth and finish surface, using hand roller."
type = "Core"
iwa = "4.A.3.a.1.g"

[[tasks]]
text = "Apply adhesive cement to floor or wall material to join and adhere foundation material."
type = "Core"
iwa = "4.A.3.a.1.g"

[[tasks]]
text = "Determine traffic areas and decide location of seams."
type = "Core"
iwa = "4.A.1.a.1.f"

[[tasks]]
text = "Lay out, position, and apply shock-absorbing, sound-deadening, or decorative coverings to floors, walls, and cabinets, following guidelines to keep courses straight and create designs."
type = "Core"
iwa = "4.A.3.a.2.as"

[[tasks]]
text = "Remove excess cement to clean finished surface."
type = "Core"
iwa = "4.A.3.a.1.e"

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

[[activities]]
name = "Prepare surfaces for finishing."
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 = "Inspect work sites to determine condition or necessary repairs."
iwa = "4.A.1.b.2.e"

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

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

[[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 = "Finish concrete surfaces."
iwa = "4.A.3.a.1.g"

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

[[activities]]
name = "Collect data about project sites."
iwa = "4.A.1.a.1.f"

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

[[activities]]
name = "Remove excess materials from finished construction projects."
iwa = "4.A.3.a.1.e"

[[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 = 3.93

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.88

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.83

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3.5

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.42

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.38

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.38

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.33

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.13

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.13

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.13

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.13

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3.13

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.12

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

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.11

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

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 2.88

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_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 = "English Language"
family = "knowledge"
value = 2.88

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 2.88

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 2.88

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 2.88

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 2.86

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 2.75

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 2.75

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 2.75

[[capabilities]]
name = "Dynamic Strength"
family = "ability"
value = 2.75

[[capabilities]]
name = "Originality"
family = "ability"
value = 2.63

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Facebook"
category = "Web page creation and editing software"
hot = true
inDemand = false

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

[[tools]]
example = "Aya Associates Comp-U-Floor"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "CPR Software FloorCOST Estimator for Excel"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Flooring Technologies QFloors"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Focus Floor Covering Software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Measure Square FloorEstimate Pro"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "On Center On-Screen Takeoff"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Pacific Solutions FloorRight"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Project visualization software"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Radio frequency identification RFID software"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Textile Management Systems RollMaster"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.98

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.89

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

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.39

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.36

[[workContext]]
name = "Exposed to Contaminants"
value = 4.34

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 4.32

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.22

[[workContext]]
name = "Telephone Conversations"
value = 4.19

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.19

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 4.03

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.88

[[workContext]]
name = "Frequency of Decision Making"
value = 3.86

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.84

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.84

[[workContext]]
name = "Physical Proximity"
value = 3.8

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.79

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.65

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.62

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.61

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.32

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

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.28

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.01

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.98

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

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.69

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.65

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.52

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.35

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.28

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.25

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.2

[[workContext]]
name = "Level of Competition"
value = 2.2

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.13

[[workContext]]
name = "Consequence of Error"
value = 2

[[workContext]]
name = "Written Letters and Memos"
value = 1.94

[[workContext]]
name = "Conflict Situations"
value = 1.84

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.79

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.76

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

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 6.11

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.68

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.57

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.14

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.11

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.83

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 1.6

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 1.59

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.56

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 1.53

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 1.49

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.45

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.39

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.38

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 1.24

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

[[relatedRoles]]
socCode = "47-2041.00"
slug = "role-47-2041-00"
title = "Carpet Installers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "47-2043.00"
slug = "role-47-2043-00"
title = "Floor Sanders and Finishers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-2053.00"
slug = "role-47-2053-00"
title = "Terrazzo Workers and Finishers"
tier = "Primary-Short"

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

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

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

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

[[relatedRoles]]
socCode = "47-2051.00"
slug = "role-47-2051-00"
title = "Cement Masons and Concrete Finishers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-7021.00"
slug = "role-51-7021-00"
title = "Furniture Finishers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "47-2161.00"
slug = "role-47-2161-00"
title = "Plasterers and Stucco Masons"
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 = -1.301024
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.398208
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.049115
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
