entityType = "role"
schemaVersion = "role.v1"
slug = "role-47-2044-00"
socCode = "47-2044.00"
title = "Tile and Stone Setters"
summary = "Apply hard tile, stone, and comparable materials to walls, floors, ceilings, countertops, and roof decks."
aliases = ["Tile Installer", "Tile Mechanic", "Tile Setter", "Tile and Marble Installer", "Ceramic Tile Mechanic", "Ceramic Tile Setter", "Tile Finisher", "Tile Man", "Tile Mason", "Tile and Marble Setter", "Acoustical Carpenter", "Acoustical 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 = "High School Diploma"
percentage = 47.98

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 36.88

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 10.73

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 4.41

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

[market]
medianWage = 52240
meanWage = 57590
pct10Wage = 36140
pct25Wage = 44540
pct75Wage = 64980
pct90Wage = 82960
employment = 38740
areaTitle = "U.S."

[industries]
count = 9

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 31210
medianWage = 55160
lq = 15.29

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 5420
medianWage = 47350
lq = 1.69

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 1480
medianWage = 52700
lq = 0.38

[[industries.top]]
naics = "238140"
slug = "238140"
title = "Masonry Contractors"
level = "National industry"
employment = 1090
medianWage = 59780
lq = 30.21

[[industries.top]]
naics = "238310"
slug = "238310"
title = "Drywall and Insulation Contractors"
level = "National industry"
employment = 220
medianWage = 55690
lq = 3.56

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 120
medianWage = 27040
lq = 0.18

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 40
medianWage = 47690

[[industries.top]]
naics = "238220"
slug = "238220"
title = "Plumbing, Heating, and Air-Conditioning Contractors"
level = "National industry"
medianWage = 46810

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
medianWage = 48540

[[industries.concentrated]]
naics = "238140"
slug = "238140"
title = "Masonry Contractors"
level = "National industry"
employment = 1090
lq = 30.21

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 31210
lq = 15.29

[[industries.concentrated]]
naics = "238310"
slug = "238310"
title = "Drywall and Insulation Contractors"
level = "National industry"
employment = 220
lq = 3.56

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 5420
lq = 1.69

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 1480
lq = 0.38

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 120
lq = 0.18

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

[aiOutlook.index]
value = 16
percentile = 13
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 10
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 20
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 19
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.75
percentile = 61
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 = 0.025
beta = 0.08750000000000001
gamma = 0.15000000000000002

[aiOutlook.bls]
growthPercent = 10.1
growthPercentile = 93
direction = "Growing fast"
annualOpeningsThousands = 4.2
annualOpeningsPercentile = 45
employment2024Thousands = 52.6
employment2034Thousands = 58

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.22543
percentile = 10
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 = 0.15000000000000002
percentile = 20
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 = 0.0724300003329326
percentile = 19
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 = "Study blueprints and examine surface to be covered to determine amount of material needed."
usagePercent = 0.0083193308382188
importance = 4.36

[[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 = 25
skills = 37
capabilities = 120
tools = 10
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "426d2a9f846b6136"

[[tasks]]
text = "Align and straighten tile using levels, squares, and straightedges."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Finish and dress the joints and wipe excess grout from between tiles, using damp sponge."
type = "Core"
iwa = "4.A.3.a.1.e"

[[tasks]]
text = "Cut and shape tile to fit around obstacles and into odd spaces and corners, using hand and power cutting tools."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Determine and implement the best layout to achieve a desired pattern."
type = "Core"
iwa = "4.A.2.b.1.d"

[[tasks]]
text = "Mix, apply, and spread plaster, concrete, mortar, cement, mastic, glue or other adhesives to form a bed for the tiles, using brush, trowel and screed."
type = "Core"
iwa = "4.A.3.a.1.a"

[[tasks]]
text = "Study blueprints and examine surface to be covered to determine amount of material needed."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Measure and mark surfaces to be tiled, following blueprints."
type = "Core"
iwa = "4.A.1.b.3.d"

[[tasks]]
text = "Lay and set mosaic tiles to create decorative wall, mural, and floor designs."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Apply mortar to tile back, position the tile, and press or tap with trowel handle to affix tile to base."
type = "Core"
iwa = "4.A.3.a.1.g"

[[tasks]]
text = "Mix and apply mortar or cement to edges and ends of drain tiles to seal halves and joints."
type = "Core"
iwa = "4.A.3.a.1.a"

[[tasks]]
text = "Apply a sealer to make grout stain- and water-resistant."
type = "Core"
iwa = "4.A.3.a.2.ag"

[[tasks]]
text = "Level concrete and allow to dry."
type = "Core"
iwa = "4.A.3.a.1.g"

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

[[activities]]
name = "Determine construction project layouts."
iwa = "4.A.2.b.1.d"

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

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

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

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

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

[[activities]]
name = "Mix substances or compounds needed for work activities."
iwa = "4.A.3.a.1.a"

[[activities]]
name = "Spread concrete or other aggregate mixtures."
iwa = "4.A.3.a.1.g"

[[activities]]
name = "Estimate construction project costs."
iwa = "4.A.1.b.3.b"

[[activities]]
name = "Estimate construction project labor requirements."
iwa = "4.A.2.b.1.h"

[[activities]]
name = "Measure work site dimensions."
iwa = "4.A.1.b.3.d"

[[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 = "Estimate materials requirements for projects."
iwa = "4.A.2.b.1.h"

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

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

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

[[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"

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

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

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

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

[[activities]]
name = "Order construction or extraction materials or equipment."
iwa = "4.A.4.c.3.e"

[[activities]]
name = "Apply sealants or other protective coatings."
iwa = "4.A.3.a.2.ag"

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 3.97

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

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.38

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.12

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

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

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

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

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

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.12

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.04

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.01

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

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3

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

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.88

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

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

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

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Originality"
family = "ability"
value = 2.75

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Presentation 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 Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = false

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

[[tools]]
example = "Salesforce software"
category = "Customer relationship management CRM 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 = "EasyCAD Iris 2D"
category = "Computer aided design CAD software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.91

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.9

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.55

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.54

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 4.47

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.37

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 4.28

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.25

[[workContext]]
name = "Exposed to Contaminants"
value = 4.2

[[workContext]]
name = "Spend Time Standing"
value = 4.05

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.86

[[workContext]]
name = "Contact With Others"
value = 3.81

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.75

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.6

[[workContext]]
name = "Time Pressure"
value = 3.57

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.53

[[workContext]]
name = "Telephone Conversations"
value = 3.48

[[workContext]]
name = "Frequency of Decision Making"
value = 3.4

[[workContext]]
name = "Physical Proximity"
value = 3.36

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.34

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.29

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.23

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.12

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.12

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.12

[[workContext]]
name = "Consequence of Error"
value = 3.11

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.07

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.01

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.97

[[workContext]]
name = "Level of Competition"
value = 2.94

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.9

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.87

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.81

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 2.81

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.56

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.53

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.44

[[workContext]]
name = "Exposed to High Places"
value = 2.23

[[workContext]]
name = "Spend Time Climbing Ladders, Scaffolds, or Poles"
value = 2.1

[[workContext]]
name = "E-Mail"
value = 2.06

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

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 6.27

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

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.74

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.53

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 2.45

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.34

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 2.21

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.11

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 1.76

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.53

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.47

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.44

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 1.38

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.34

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 1.34

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

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

[[relatedRoles]]
socCode = "47-2022.00"
slug = "role-47-2022-00"
title = "Stonemasons"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "51-9195.03"
slug = "role-51-9195-03"
title = "Stone Cutters and Carvers, Manufacturing"
tier = "Primary-Short"

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

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

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

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

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

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

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.75
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.22543
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.8504819
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.196271
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
