entityType = "role"
schemaVersion = "role.v1"
slug = "role-49-9096-00"
socCode = "49-9096.00"
title = "Riggers"
summary = "Set up or repair rigging for construction projects, manufacturing plants, logging yards, ships and shipyards, or for the entertainment industry."
aliases = ["Machinery Erector", "Machinery Mover", "Motor Rigger", "Rigger", "Gantry Rigger", "Hand Rigger", "Heavy Lift Rigger", "Marine Rigger", "Rigging Fabricator", "Ship Rigger", "Acrobatic Rigger", "Boat Rigger"]
emergingTasks = []
studyPrograms = []

[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 = 62.85

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 21.17

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 15.98

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

[market]
medianWage = 62060
meanWage = 66600
pct10Wage = 38930
pct25Wage = 47940
pct75Wage = 79340
pct90Wage = 100480
employment = 24190
areaTitle = "U.S."

[industries]
count = 22

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 7130
medianWage = 64330
lq = 5.6

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 3840
medianWage = 50280
lq = 1.92

[[industries.top]]
naics = "238290"
slug = "238290"
title = "Other Building Equipment Contractors"
level = "National industry"
employment = 2740
medianWage = 61800
lq = 113.73

[[industries.top]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 2140
medianWage = 40870
lq = 23.79

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 1760
medianWage = 101840
lq = 3.86

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 1310
medianWage = 48930
lq = 1.13

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 1310
medianWage = 59040
lq = 3.53

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 830
medianWage = 68450
lq = 2

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 720
medianWage = 62120
lq = 1.73

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 700
medianWage = 43080
lq = 0.29

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 600
medianWage = 79330
lq = 0.36

[[industries.top]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 420
medianWage = 91070
lq = 2.5

[[industries.concentrated]]
naics = "238290"
slug = "238290"
title = "Other Building Equipment Contractors"
level = "National industry"
employment = 2740
lq = 113.73

[[industries.concentrated]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 2140
lq = 23.79

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 120
lq = 10.57

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 7130
lq = 5.6

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 1760
lq = 3.86

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 1310
lq = 3.53

[[industries.concentrated]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 420
lq = 2.5

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 830
lq = 2

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 25
percentile = 22
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

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

[[aiOutlook.index.components]]
percentile = 61
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 = 3.2
growthPercentile = 54
direction = "About average"
annualOpeningsThousands = 2.5
annualOpeningsPercentile = 33
employment2024Thousands = 24.6
employment2034Thousands = 25.4

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.221519
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
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 = 0.1763014878054277
percentile = 61
band = "Moderate"
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 = 35
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 = "a84d73bea42f4ace"

[[tasks]]
text = "Test rigging to ensure safety and reliability."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Signal or verbally direct workers engaged in hoisting and moving loads to ensure safety of workers and materials."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Control movement of heavy equipment through narrow openings or confined spaces, using chainfalls, gin poles, gallows frames, and other equipment."
type = "Core"
iwa = "4.A.3.a.3.h"

[[tasks]]
text = "Select gear, such as cables, pulleys, and winches, according to load weights and sizes, facilities, and work schedules."
type = "Core"
iwa = "4.A.2.b.1.h"

[[tasks]]
text = "Tilt, dip, and turn suspended loads to maneuver over, under, or around obstacles, using multi-point suspension techniques."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Dismantle and store rigging equipment after use."
type = "Core"
iwa = "4.A.3.a.2.s"

[[tasks]]
text = "Attach loads to rigging to provide support or prepare them for moving, using hand and power tools."
type = "Core"
iwa = "4.A.3.a.2.at"

[[tasks]]
text = "Manipulate rigging lines, hoists, and pulling gear to move or support materials, such as heavy equipment, ships, or theatrical sets."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Align, level, and anchor machinery."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Install ground rigging for yarding lines, attaching chokers to logs and to the lines."
type = "Supplemental"
iwa = "4.A.3.a.2.at"

[[tasks]]
text = "Load machines onto trucks to prepare for transportation."
type = "Core"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Attach pulleys and blocks to fixed overhead structures, such as beams, ceilings, and gin pole booms, using bolts and clamps."
type = "Core"
iwa = "4.A.3.a.2.at"

[[activities]]
name = "Communicate with coworkers to coordinate installations or repairs."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Test mechanical systems to ensure proper functioning."
iwa = "4.A.1.b.2.l"

[[activities]]
name = "Attach rigging to objects so they can be moved."
iwa = "4.A.3.a.2.at"

[[activities]]
name = "Determine types of equipment, tools, or materials needed for jobs."
iwa = "4.A.2.b.1.h"

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

[[activities]]
name = "Move materials, equipment, or supplies."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Align equipment or machinery."
iwa = "4.A.3.a.2.ao"

[[activities]]
name = "Dismantle heavy equipment or machinery."
iwa = "4.A.3.a.2.s"

[[activities]]
name = "Clean equipment, parts, or tools to repair or maintain them in good working order."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Load materials or equipment."
iwa = "4.A.3.a.1.f"

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.75

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.71

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.65

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.62

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.53

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.43

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.38

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

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

[[capabilities]]
name = "Depth Perception"
family = "ability"
value = 3.38

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.34

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.33

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.25

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

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

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

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.25

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.19

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 3.19

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.19

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.12

[[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 = "Coordination"
family = "transferable_skill"
value = 3.12

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

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

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

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.12

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Reading Comprehension"
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 = "Microsoft Word"
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 = "Finger Dexterity"
type = "Common Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Autodesk Maya"
type = "Specialized Skill"

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

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

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

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

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

[[tools]]
example = "Autodesk AutoCAD"
category = "Computer aided design CAD software"
hot = true
inDemand = false

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

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

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

[[tools]]
example = "Autodesk Maya"
category = "Graphics or photo imaging 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 = 4.95

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.77

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.68

[[workContext]]
name = "Time Pressure"
value = 4.61

[[workContext]]
name = "Contact With Others"
value = 4.59

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.58

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.53

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.5

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.42

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.41

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

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.2

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.2

[[workContext]]
name = "Telephone Conversations"
value = 4.18

[[workContext]]
name = "Exposed to Contaminants"
value = 4.16

[[workContext]]
name = "Spend Time Standing"
value = 4.11

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.11

[[workContext]]
name = "Frequency of Decision Making"
value = 4.09

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.07

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.06

[[workContext]]
name = "Physical Proximity"
value = 3.93

[[workContext]]
name = "Consequence of Error"
value = 3.9

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.9

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.86

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.83

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.81

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.7

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.68

[[workContext]]
name = "Level of Competition"
value = 3.67

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 3.66

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.62

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.57

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.55

[[workContext]]
name = "Conflict Situations"
value = 3.51

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.51

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.51

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 3.36

[[workContext]]
name = "Exposed to High Places"
value = 3.32

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 3.21

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.08

[[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 = 3.64

[[personFit]]
name = "Dependability"
family = "work_style"
value = 3

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.99

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.99

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.79

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.62

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.5

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.37

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.25

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.95

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 1.89

[[personFit]]
name = "Integrity"
family = "work_style"
value = 1.79

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 1.74

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

[[relatedRoles]]
socCode = "53-7041.00"
slug = "role-53-7041-00"
title = "Hoist and Winch Operators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-7021.00"
slug = "role-53-7021-00"
title = "Crane and Tower Operators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-3042.00"
slug = "role-49-3042-00"
title = "Mobile Heavy Equipment Mechanics, Except Engines"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-7051.00"
slug = "role-53-7051-00"
title = "Industrial Truck and Tractor Operators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-9044.00"
slug = "role-49-9044-00"
title = "Millwrights"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-2011.00"
slug = "role-51-2011-00"
title = "Aircraft Structure, Surfaces, Rigging, and Systems Assemblers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-2073.00"
slug = "role-47-2073-00"
title = "Operating Engineers and Other Construction Equipment Operators"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "49-9043.00"
slug = "role-49-9043-00"
title = "Maintenance Workers, Machinery"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-2041.00"
slug = "role-51-2041-00"
title = "Structural Metal Fabricators and Fitters"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-5071.00"
slug = "role-47-5071-00"
title = "Roustabouts, Oil and Gas"
tier = "Supplemental"

[[relatedRoles]]
socCode = "47-2072.00"
slug = "role-47-2072-00"
title = "Pile Driver Operators"
tier = "Supplemental"

[[careerClusters]]
cluster = "Energy & Natural Resources"
slug = "energy-natural-resources"

[[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 = -1.221519
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.5586912
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.277513
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
