entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-8011-00"
socCode = "51-8011.00"
title = "Nuclear Power Reactor Operators"
summary = "Operate or control nuclear reactors. Move control rods, start and stop equipment, monitor and adjust controls, and record data in logs. Implement emergency procedures when needed. May respond to abnormalities, determine cause, and recommend corrective action."
aliases = ["Nuclear Control Operator", "Nuclear Reactor Operator", "Nuclear Station Operator (NSO)", "Reactor Operator (RO)", "Licensed Reactor Operator", "Nuclear Control Room Operator", "Nuclear Plant Operator (NPO)", "Nuclear Power Reactor Operator", "Nuclear Supervising Operator (NSO)", "Nuclear Unit Operator", "Control Operator", "Control Room Agent"]
emergingTasks = []

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 50.09

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 15.73

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 15.32

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 12.63

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 6.22

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

[market]
medianWage = 122610
meanWage = 122830
pct10Wage = 99300
pct25Wage = 107170
pct75Wage = 131520
pct90Wage = 152690
employment = 5720
areaTitle = "U.S."

[industries]
count = 5

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 4460
medianWage = 122810
lq = 207.48

[[industries.top]]
naics = "221113"
slug = "221113"
title = "Nuclear Electric Power Generation"
level = "National industry"
employment = 4310
medianWage = 122810
lq = 3128.13

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 460
medianWage = 113130
lq = 1.15

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 50
medianWage = 122470

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 30
medianWage = 71570

[[industries.concentrated]]
naics = "221113"
slug = "221113"
title = "Nuclear Electric Power Generation"
level = "National industry"
employment = 4310
lq = 3128.13

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 4460
lq = 207.48

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 460
lq = 1.15

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 43
percentile = 41
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 66
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 41
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 21
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.95
percentile = 89
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 = 0.18181818181818182
beta = 0.3181818181818182
gamma = 0.4545454545454546

[aiOutlook.bls]
growthPercent = -15.3
growthPercentile = 2
direction = "Declining"
annualOpeningsThousands = 0.4
annualOpeningsPercentile = 6
employment2024Thousands = 5.7
employment2034Thousands = 4.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.7705302
percentile = 66
band = "Moderate"
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 = 0.4545454545454546
percentile = 41
band = "Moderate"
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 = 0.07639461008782768
percentile = 21
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 = 19
skills = 37
capabilities = 120
tools = 12
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "143b570beff23c1c"

[[tasks]]
text = "Operate nuclear power reactors in accordance with policies and procedures to protect workers from radiation and to ensure environmental safety."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Adjust controls to position rod and to regulate flux level, reactor period, coolant temperature, or rate of power flow, following standard procedures."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Develop or implement actions such as lockouts, tagouts, or clearances to allow equipment to be safely repaired."
type = "Core"
iwa = "4.A.2.b.6.b"

[[tasks]]
text = "Direct reactor operators in emergency situations, in accordance with emergency operating procedures."
type = "Supplemental"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Respond to system or unit abnormalities, diagnosing the cause, and recommending or taking corrective action."
type = "Core"
iwa = "4.A.2.b.1.b"

[[tasks]]
text = "Monitor all systems for normal running conditions, performing activities such as checking gauges to assess output or the effects of generator loading on other equipment."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Monitor or operate boilers, turbines, wells, or auxiliary power plant equipment."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Implement operational procedures, such as those controlling start-up or shut-down activities."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Record operating data, such as the results of surveillance tests."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Note malfunctions of equipment, instruments, or controls and report these conditions to supervisors."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Participate in nuclear fuel element handling activities, such as preparation, transfer, loading, or unloading."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Authorize maintenance activities on units or changes in equipment or system operational status."
type = "Supplemental"
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Direct operational or production activities."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Operate energy production equipment."
iwa = "4.A.3.a.3.g"

[[activities]]
name = "Plan production or operational procedures or sequences."
iwa = "4.A.2.b.6.b"

[[activities]]
name = "Document organizational or operational procedures."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Operate energy distribution equipment."
iwa = "4.A.3.a.3.g"

[[activities]]
name = "Diagnose equipment malfunctions."
iwa = "4.A.2.b.1.b"

[[activities]]
name = "Maintain sustainable energy production equipment."
iwa = "4.A.3.b.5.a"

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

[[activities]]
name = "Monitor equipment operation to ensure proper functioning."
iwa = "4.A.1.a.2.a"

[[activities]]
name = "Watch operating equipment to detect malfunctions."
iwa = "4.A.1.a.2.a"

[[activities]]
name = "Notify others of equipment repair or maintenance needs."
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Exchange information with colleagues."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Record operational or production data."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Move products, materials, or equipment between work areas."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Inspect facilities."
iwa = "4.A.1.b.2.e"

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4.12

[[capabilities]]
name = "Physics"
family = "knowledge"
value = 4.08

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 4

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 4

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 4

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.88

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.88

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.88

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.66

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.62

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.58

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.54

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.38

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.38

[[capabilities]]
name = "Chemistry"
family = "knowledge"
value = 3.37

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.12

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

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

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

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Microsoft SharePoint"
type = "Specialized Skill"

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

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

[[skills]]
name = "Microsoft Access"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Presentation Software"
type = "Specialized Skill"

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

[[skills]]
name = "Industrial Control Software"
type = "Specialized Skill"

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

[[tools]]
example = "Microsoft Access"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Azure software"
category = "Development environment 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 Power Automate"
category = "Enterprise application integration software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Power BI"
category = "Business intelligence and data analysis software"
hot = true
inDemand = false

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

[[tools]]
example = "Microsoft SharePoint"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Structured query language SQL"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Outage management system OMS"
category = "Industrial control software"
hot = false
inDemand = true

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

[[tools]]
example = "Plant information data entry software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 5

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.99

[[workContext]]
name = "Telephone Conversations"
value = 4.97

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.91

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.89

[[workContext]]
name = "E-Mail"
value = 4.88

[[workContext]]
name = "Contact With Others"
value = 4.69

[[workContext]]
name = "Consequence of Error"
value = 4.61

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.53

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.5

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.49

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.4

[[workContext]]
name = "Time Pressure"
value = 4.28

[[workContext]]
name = "Frequency of Decision Making"
value = 4.26

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.09

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.04

[[workContext]]
name = "Physical Proximity"
value = 3.9

[[workContext]]
name = "Exposed to Radiation"
value = 3.64

[[workContext]]
name = "Spend Time Sitting"
value = 3.62

[[workContext]]
name = "Conflict Situations"
value = 3.48

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.42

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.36

[[workContext]]
name = "Written Letters and Memos"
value = 3.23

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.05

[[workContext]]
name = "Degree of Automation"
value = 3.04

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.03

[[workContext]]
name = "Public Speaking"
value = 2.99

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.89

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.74

[[workContext]]
name = "Exposed to Contaminants"
value = 2.54

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.51

[[workContext]]
name = "Level of Competition"
value = 2.5

[[workContext]]
name = "Spend Time Standing"
value = 2.46

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.44

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.39

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.39

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.35

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.31

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.16

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.14

[[personFit]]
name = "Dependability"
family = "work_style"
value = 8

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 7

[[personFit]]
name = "Integrity"
family = "work_style"
value = 6

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 5.73

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.4

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.14

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 5.09

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 5

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 4.05

[[personFit]]
name = "Achievement Orientation"
family = "work_style"
value = 4

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.12

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 3

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 2.67

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.6

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.48

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 2.19

[[relatedRoles]]
socCode = "19-4051.00"
slug = "role-19-4051-00"
title = "Nuclear Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-8013.00"
slug = "role-51-8013-00"
title = "Power Plant Operators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-8013.04"
slug = "role-51-8013-04"
title = "Hydroelectric Plant Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "19-4051.02"
slug = "role-19-4051-02"
title = "Nuclear Monitoring Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-8021.00"
slug = "role-51-8021-00"
title = "Stationary Engineers and Boiler Operators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-8091.00"
slug = "role-51-8091-00"
title = "Chemical Plant and System Operators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-8092.00"
slug = "role-51-8092-00"
title = "Gas Plant Operators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-8012.00"
slug = "role-51-8012-00"
title = "Power Distributors and Dispatchers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-8093.00"
slug = "role-51-8093-00"
title = "Petroleum Pump System Operators, Refinery Operators, and Gaugers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-8031.00"
slug = "role-51-8031-00"
title = "Water and Wastewater Treatment Plant and System Operators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-2161.00"
slug = "role-17-2161-00"
title = "Nuclear Engineers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "17-2041.00"
slug = "role-17-2041-00"
title = "Chemical Engineers"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Science Technologies/Technicians"
slug = "science-technologies-technicians"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.95
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.7705302
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.211374
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.408817
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
