entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-7021-00"
socCode = "51-7021.00"
title = "Furniture Finishers"
summary = "Shape, finish, and refinish damaged, worn, or used furniture or new high-grade furniture to specified color or finish."
aliases = ["Finisher", "Furniture Finisher", "Lacquer Sprayer", "Sprayer", "Finish Repair Worker", "Hand Sander", "Sander", "Sealer Sander", "Stain Sprayer", "Stain Wiper", "Antique Finisher", "Antique Refinisher"]
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 = 61.21

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 35.54

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 3.25

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

[market]
medianWage = 42530
meanWage = 44310
pct10Wage = 31200
pct25Wage = 36770
pct75Wage = 49020
pct90Wage = 59820
employment = 14230
areaTitle = "U.S."

[industries]
count = 9

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 10150
medianWage = 40880
lq = 8.62

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1600
medianWage = 44310
lq = 3.92

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 1040
medianWage = 46730
lq = 1.52

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 880
medianWage = 45260
lq = 0.61

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 150
medianWage = 46230
lq = 0.2

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 150
medianWage = 45870
lq = 0.18

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 140
medianWage = 37630
lq = 0.25

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 110
medianWage = 45840
lq = 0.45

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
medianWage = 35790

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 10150
lq = 8.62

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1600
lq = 3.92

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 1040
lq = 1.52

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 880
lq = 0.61

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 110
lq = 0.45

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 140
lq = 0.25

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 150
lq = 0.2

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 150
lq = 0.18

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 14
percentile = 10
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

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

[[aiOutlook.index.components]]
percentile = 22
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.87
percentile = 74
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 = 0.02857142857142857
gamma = 0.05714285714285714

[aiOutlook.bls]
growthPercent = -3.3
growthPercentile = 16
direction = "Declining"
annualOpeningsThousands = 2
annualOpeningsPercentile = 27
employment2024Thousands = 20.5
employment2034Thousands = 19.8

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.197727
percentile = 11
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 = 0.05714285714285714
percentile = 8
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 = 0.07934731666857275
percentile = 22
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 = 22
skills = 32
capabilities = 120
tools = 5
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "7a3f5ac22be3d785"

[[tasks]]
text = "Confer with customers to determine furniture colors or finishes."
type = "Supplemental"
iwa = "4.A.4.a.2.j"

[[tasks]]
text = "Brush, spray, or hand-rub finishing ingredients, such as paint, oil, stain, or wax, onto and into wood grain and apply lacquer or other sealers."
type = "Core"
iwa = "4.A.3.a.2.ag"

[[tasks]]
text = "Fill and smooth cracks or depressions, remove marks and imperfections, and repair broken parts, using plastic or wood putty, glue, nails, or screws."
type = "Core"
iwa = "4.A.3.a.2.am"

[[tasks]]
text = "Smooth, shape, and touch up surfaces to prepare them for finishing, using sandpaper, pumice stones, steel wool, chisels, sanders, or grinders."
type = "Core"
iwa = "4.A.3.a.2.g"

[[tasks]]
text = "Remove accessories prior to finishing, and mask areas that should not be exposed to finishing processes or substances."
type = "Core"
iwa = "4.A.3.a.2.s"

[[tasks]]
text = "Remove old finishes and damaged or deteriorated parts, using hand tools, stripping tools, sandpaper, steel wool, abrasives, solvents, or dip baths."
type = "Core"
iwa = "4.A.3.a.2.g"

[[tasks]]
text = "Recommend woods, colors, finishes, and furniture styles, using knowledge of wood products, fashions, and styles."
type = "Supplemental"
iwa = "4.A.4.b.6.e"

[[tasks]]
text = "Treat warped or stained surfaces to restore original contours and colors."
type = "Core"
iwa = "4.A.3.b.4.b"

[[tasks]]
text = "Select appropriate finishing ingredients such as paint, stain, lacquer, shellac, or varnish, depending on factors such as wood hardness and surface type."
type = "Core"
iwa = "4.A.2.b.1.j"

[[tasks]]
text = "Mix finish ingredients to obtain desired colors or shades."
type = "Core"
iwa = "4.A.3.a.1.a"

[[tasks]]
text = "Wash surfaces to prepare them for finish application."
type = "Supplemental"
iwa = "4.A.3.a.1.h"

[[tasks]]
text = "Remove excess solvent, using cloths soaked in paint thinner."
type = "Core"
iwa = "4.A.3.a.1.h"

[[activities]]
name = "Mix ingredients to create specific finishes."
iwa = "4.A.3.a.1.a"

[[activities]]
name = "Apply protective or decorative finishes to workpieces or products."
iwa = "4.A.3.a.2.ag"

[[activities]]
name = "Shape surfaces or edges of wood workpieces."
iwa = "4.A.3.a.2.g"

[[activities]]
name = "Operate grinding equipment."
iwa = "4.A.3.a.3.l"

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

[[activities]]
name = "Fill cracks, imperfections, or holes in products or workpieces."
iwa = "4.A.3.a.2.am"

[[activities]]
name = "Repair furniture or upholstery."
iwa = "4.A.3.b.4.b"

[[activities]]
name = "Examine condition of property or products."
iwa = "4.A.1.b.2.j"

[[activities]]
name = "Operate painting or coating equipment."
iwa = "4.A.3.a.3.f"

[[activities]]
name = "Advise others on ways to improve processes or products."
iwa = "4.A.4.b.6.e"

[[activities]]
name = "Read work orders or other instructions to determine product specifications or materials requirements."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Disassemble equipment for maintenance or repair."
iwa = "4.A.3.a.2.s"

[[activities]]
name = "Clean workpieces or finished products."
iwa = "4.A.3.a.1.h"

[[activities]]
name = "Remove accessories, tools, or other parts from equipment."
iwa = "4.A.3.a.2.s"

[[activities]]
name = "Confer with customers or designers to determine order specifications."
iwa = "4.A.4.a.2.j"

[[activities]]
name = "Design furniture."
iwa = "4.A.3.b.2.b"

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 4

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3.88

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.38

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.26

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

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

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.12

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

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Flexibility of Closure"
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 = "Dynamic Strength"
family = "ability"
value = 3.12

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.02

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

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3

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

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

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

[[capabilities]]
name = "Information Ordering"
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 = 2.91

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 2.88

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

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Biology"
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 Office software"
category = "Office suite software"
hot = true
inDemand = false

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

[[tools]]
example = "DuPont Spies Hecker Wizard"
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 = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.93

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.84

[[workContext]]
name = "Exposed to Contaminants"
value = 4.66

[[workContext]]
name = "Spend Time Standing"
value = 4.65

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.22

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 4.01

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 3.88

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.82

[[workContext]]
name = "Time Pressure"
value = 3.82

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.81

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

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.65

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.63

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.59

[[workContext]]
name = "Frequency of Decision Making"
value = 3.58

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.57

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.49

[[workContext]]
name = "Contact With Others"
value = 3.3

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.28

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.22

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.18

[[workContext]]
name = "Physical Proximity"
value = 3.17

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.03

[[workContext]]
name = "Conflict Situations"
value = 2.83

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.63

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 2.47

[[workContext]]
name = "Level of Competition"
value = 2.45

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.39

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.36

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.34

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.33

[[workContext]]
name = "Consequence of Error"
value = 2.33

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.1

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.08

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.07

[[workContext]]
name = "Telephone Conversations"
value = 1.96

[[workContext]]
name = "Public Speaking"
value = 1.77

[[workContext]]
name = "Written Letters and Memos"
value = 1.75

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.75

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.63

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

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 6.79

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.34

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 3.17

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.93

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 2.87

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 2.86

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.5

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.01

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.45

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

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 1.35

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 1.32

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.25

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 1.23

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 1.18

[[relatedRoles]]
socCode = "51-6093.00"
slug = "role-51-6093-00"
title = "Upholsterers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9123.00"
slug = "role-51-9123-00"
title = "Painting, Coating, and Decorating Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-7011.00"
slug = "role-51-7011-00"
title = "Cabinetmakers and Bench Carpenters"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9022.00"
slug = "role-51-9022-00"
title = "Grinding and Polishing Workers, Hand"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "51-9124.00"
slug = "role-51-9124-00"
title = "Coating, Painting, and Spraying Machine Setters, Operators, and Tenders"
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 = "51-9195.03"
slug = "role-51-9195-03"
title = "Stone Cutters and Carvers, Manufacturing"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-7042.00"
slug = "role-51-7042-00"
title = "Woodworking Machine Setters, Operators, and Tenders, Except Sawing"
tier = "Primary-Long"

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

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

[[careerClusters]]
cluster = "Advanced Manufacturing"
slug = "advanced-manufacturing"

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

[[studyPrograms]]
title = "Precision Production"
slug = "precision-production"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.87
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.197727
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.5871682
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.238141
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
