entityType = "role"
schemaVersion = "role.v1"
slug = "role-47-2022-00"
socCode = "47-2022.00"
title = "Stonemasons"
summary = "Build stone structures, such as piers, walls, and abutments. Lay walks, curbstones, or special types of masonry for vats, tanks, and floors."
aliases = ["Mason", "Stone Derrickman", "Stone Setter", "Stonemason", "Marble Installer", "Marble Shop Worker", "Mason Mechanic", "Stone Installer", "Stone Mason", "Artificial Stone Applicator", "Banker Mason", "Composition Stone Applicator"]
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)"
educationDistribution = []

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

[market]
medianWage = 51990
meanWage = 57220
pct10Wage = 37420
pct25Wage = 44820
pct75Wage = 64120
pct90Wage = 83200
employment = 8750
areaTitle = "U.S."

[industries]
count = 9

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 6930
medianWage = 52400
lq = 15.04

[[industries.top]]
naics = "238140"
slug = "238140"
title = "Masonry Contractors"
level = "National industry"
employment = 4200
medianWage = 56980
lq = 515.39

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 820
medianWage = 46170
lq = 1.13

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 690
medianWage = 48060
lq = 1.35

[[industries.top]]
naics = "561730"
slug = "561730"
title = "Landscaping Services"
level = "National industry"
employment = 610
medianWage = 49510
lq = 11.75

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 170
medianWage = 42930
lq = 0.19

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 80
medianWage = 39520

[[industries.top]]
naics = "238110"
slug = "238110"
title = "Poured Concrete Foundation and Structure Contractors"
level = "National industry"
medianWage = 64110

[[industries.top]]
naics = "238310"
slug = "238310"
title = "Drywall and Insulation Contractors"
level = "National industry"
medianWage = 36610

[[industries.concentrated]]
naics = "238140"
slug = "238140"
title = "Masonry Contractors"
level = "National industry"
employment = 4200
lq = 515.39

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 6930
lq = 15.04

[[industries.concentrated]]
naics = "561730"
slug = "561730"
title = "Landscaping Services"
level = "National industry"
employment = 610
lq = 11.75

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 690
lq = 1.35

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 820
lq = 1.13

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 170
lq = 0.19

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 4
percentile = 1
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

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

[[aiOutlook.index.components]]
percentile = 5
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.89
percentile = 76
band = "High"
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 = -3
growthPercentile = 16
direction = "Declining"
annualOpeningsThousands = 0.8
annualOpeningsPercentile = 12
employment2024Thousands = 12.1
employment2034Thousands = 11.8

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.714759
percentile = 3
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 = 0.03025972486600194
percentile = 5
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 = 16
skills = 35
capabilities = 119
tools = 13
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "e694ecaa06dda616"

[[tasks]]
text = "Set vertical and horizontal alignment of structures, using plumb bob, gauge line, and level."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Lay out wall patterns or foundations, using straight edge, rule, or staked lines."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Set stone or marble in place, according to layout or pattern."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Remove wedges, fill joints between stones, finish joints between stones, using a trowel, and smooth the mortar to an attractive finish, using a tuck pointer."
type = "Core"
iwa = "4.A.3.a.2.am"

[[tasks]]
text = "Clean excess mortar or grout from surface of marble, stone, or monument, using sponge, brush, water, or acid."
type = "Core"
iwa = "4.A.3.a.1.e"

[[tasks]]
text = "Shape, trim, face and cut marble or stone preparatory to setting, using power saws, cutting equipment, and hand tools."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Mix mortar or grout and pour or spread mortar or grout on marble slabs, stone, or foundation."
type = "Core"
iwa = "4.A.3.a.1.a"

[[tasks]]
text = "Construct and install prefabricated masonry units."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Smooth, polish, and bevel surfaces, using hand tools and power tools."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Lay brick to build shells of chimneys and smokestacks or to line or reline industrial furnaces, kilns, boilers and similar installations."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Replace broken or missing masonry units in walls or floors."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Remove sections of monument from truck bed, and guide stone onto foundation, using skids, hoist, or truck crane."
type = "Core"
iwa = "4.A.3.a.3.h"

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

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

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

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

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

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

[[activities]]
name = "Drill holes in construction materials."
iwa = "4.A.3.a.2.ad"

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

[[activities]]
name = "Dig holes or trenches."
iwa = "4.A.3.a.1.g"

[[activities]]
name = "Position construction forms or molds."
iwa = "4.A.3.a.2.v"

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 4.68

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 4

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

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.75

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.68

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.66

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.62

[[capabilities]]
name = "Stamina"
family = "ability"
value = 3.62

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.38

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

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3.38

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.25

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

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.25

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

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Gross Body Equilibrium"
family = "ability"
value = 3.12

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.06

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.05

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.03

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.02

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Intuit QuickBooks"
category = "Accounting software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Active Server Pages ASP"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = false

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

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

[[tools]]
example = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "Citrix cloud computing software"
category = "Access software"
hot = false
inDemand = false

[[tools]]
example = "CPR Visual Estimator"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Gregg Software Gregg Rock-It"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "ProEst Software ProEst Estimating"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "RISA Technologies RISA-3D"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Tradesman&apos;s Software Master Estimator"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Virtual private networking VPN software"
category = "Network security or virtual private network VPN management 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 = 4.98

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.85

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.76

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.71

[[workContext]]
name = "Spend Time Standing"
value = 4.69

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.6

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.56

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

[[workContext]]
name = "Exposed to Contaminants"
value = 4.45

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.43

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.42

[[workContext]]
name = "Frequency of Decision Making"
value = 4.36

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.34

[[workContext]]
name = "Telephone Conversations"
value = 4.33

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.33

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.31

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 4.23

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.21

[[workContext]]
name = "Contact With Others"
value = 4.18

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.11

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.11

[[workContext]]
name = "Physical Proximity"
value = 4.1

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.07

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.83

[[workContext]]
name = "Consequence of Error"
value = 3.74

[[workContext]]
name = "Time Pressure"
value = 3.67

[[workContext]]
name = "E-Mail"
value = 3.4

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.38

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.36

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 3.36

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.3

[[workContext]]
name = "Exposed to High Places"
value = 3.19

[[workContext]]
name = "Exposed to Whole Body Vibration"
value = 3.13

[[workContext]]
name = "Level of Competition"
value = 3.09

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.97

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 2.95

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.9

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

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.86

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.81

[[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 = 3.09

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.9

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.3

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.16

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.14

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.14

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.07

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.86

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 1.76

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 1.72

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 1.64

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.63

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 1.62

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

[[relatedRoles]]
socCode = "47-2044.00"
slug = "role-47-2044-00"
title = "Tile and Stone 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 = "47-2053.00"
slug = "role-47-2053-00"
title = "Terrazzo Workers and Finishers"
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 = "47-2051.00"
slug = "role-47-2051-00"
title = "Cement Masons and Concrete Finishers"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "47-4091.00"
slug = "role-47-4091-00"
title = "Segmental Pavers"
tier = "Primary-Long"

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

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

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.89
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.714759
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.65309
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.483119
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
