entityType = "role"
schemaVersion = "role.v1"
slug = "role-19-4051-00"
socCode = "19-4051.00"
title = "Nuclear Technicians"
summary = "Assist nuclear physicists, nuclear engineers, or other scientists in laboratory, power generation, or electricity production activities. May operate, maintain, or provide quality control for nuclear testing and research equipment. May monitor radiation."
aliases = ["Licensed Nuclear Operator", "Nuclear Auxiliary Operator", "Nuclear Equipment Operator (NEO)", "Operations Technician", "Auxiliary Operator", "Equipment Operator", "Non-Licensed Nuclear Equipment Operator (NLO)", "Non-Licensed Nuclear Plant Operator (NLO)", "Nuclear Plant Equipment Operator (NAPEO)", "Systems Operator", "Accelerator Operator", "Accelerator Technician"]
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)"
educationDistribution = []

[educationLevel]
category = "Associate's degree"
slug = "associate-s-degree"

[market]
medianWage = 104240
meanWage = 100730
pct10Wage = 64370
pct25Wage = 83330
pct75Wage = 113710
pct90Wage = 126890
employment = 5990
areaTitle = "U.S."

[industries]
count = 10

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 3740
medianWage = 105300
lq = 166.14

[[industries.top]]
naics = "221113"
slug = "221113"
title = "Nuclear Electric Power Generation"
level = "National industry"
employment = 3460
medianWage = 105300
lq = 2398.02

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1010
medianWage = 83330
lq = 2.41

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 520
medianWage = 92120
lq = 1.48

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 330
medianWage = 86800
lq = 0.67

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 160
medianWage = 80270
lq = 3.56

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 130
medianWage = 83190
lq = 0.14

[[industries.top]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 80
medianWage = 117710

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 50
medianWage = 108740

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 40
medianWage = 62980

[[industries.concentrated]]
naics = "221113"
slug = "221113"
title = "Nuclear Electric Power Generation"
level = "National industry"
employment = 3460
lq = 2398.02

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 3740
lq = 166.14

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 160
lq = 3.56

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1010
lq = 2.41

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 520
lq = 1.48

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 330
lq = 0.67

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 130
lq = 0.14

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

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

[[aiOutlook.index.components]]
percentile = 53
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 26
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 51
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.85
percentile = 71
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 = 0.07142857142857142
beta = 0.14285714285714285
gamma = 0.21428571428571427

[aiOutlook.bls]
growthPercent = -7.7
growthPercentile = 8
direction = "Declining"
annualOpeningsThousands = 0.7
annualOpeningsPercentile = 11
employment2024Thousands = 6
employment2034Thousands = 5.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.1696743
percentile = 53
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 = 0.21428571428571427
percentile = 26
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 = 0.15082471054252614
percentile = 51
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.usageTasks]]
task = "Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments."
usagePercent = 0.0018487401862708444
importance = 3.99

[[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 = 18
skills = 40
capabilities = 120
tools = 13
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "44f19180772bcd81"

[[tasks]]
text = "Follow nuclear equipment operational policies and procedures that ensure environmental safety."
type = "Core"
iwa = "4.A.1.a.2.k"

[[tasks]]
text = "Conduct surveillance testing to determine safety of nuclear equipment."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair."
type = "Core"
iwa = "4.A.1.a.2.b"

[[tasks]]
text = "Test plant equipment to ensure it is operating properly."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Apply safety tags to equipment needing maintenance."
type = "Core"
iwa = "4.A.3.b.5.a"

[[tasks]]
text = "Follow policies and procedures for radiation workers to ensure personnel safety."
type = "Core"
iwa = "4.A.1.a.2.b"

[[tasks]]
text = "Monitor instruments, gauges, or recording devices under direction of nuclear experimenters."
type = "Supplemental"
iwa = "4.A.1.a.2.b"

[[tasks]]
text = "Modify, devise, or maintain nuclear equipment used in operations."
type = "Core"
iwa = "4.A.3.b.5.c"

[[tasks]]
text = "Perform testing, maintenance, repair, or upgrading of accelerator systems."
type = "Supplemental"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas."
type = "Supplemental"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables."
type = "Supplemental"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments."
type = "Supplemental"
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Monitor operations to ensure compliance with safety or security policies or regulations."
iwa = "4.A.1.a.2.k"

[[activities]]
name = "Inspect work sites to identify potential environmental or safety hazards."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Monitor operational procedures in technical environments to ensure conformance to standards."
iwa = "4.A.1.a.2.b"

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

[[activities]]
name = "Maintain work equipment or machinery."
iwa = "4.A.3.b.5.a"

[[activities]]
name = "Maintain laboratory or technical equipment."
iwa = "4.A.3.b.5.c"

[[activities]]
name = "Inspect equipment to ensure proper functioning."
iwa = "4.A.1.b.2.g"

[[activities]]
name = "Communicate safety or hazard information to others."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Measure radiation levels."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Communicate with other workers to coordinate activities."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Identify sustainable business practices."
iwa = "4.A.1.b.1.b"

[[activities]]
name = "Clean objects."
iwa = "4.A.3.a.1.h"

[[activities]]
name = "Collect environmental data or samples."
iwa = "4.A.3.a.2.al"

[[activities]]
name = "Advise others on management of emergencies or hazardous situations or materials."
iwa = "4.A.4.b.6.i"

[[activities]]
name = "Set up laboratory or field equipment."
iwa = "4.A.3.a.2.at"

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.2

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 4.05

[[capabilities]]
name = "Physics"
family = "knowledge"
value = 4.01

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.88

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.88

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.88

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.66

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.62

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

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.62

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.62

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.61

[[capabilities]]
name = "Chemistry"
family = "knowledge"
value = 3.54

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.5

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.5

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.48

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.38

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.38

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.38

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.31

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

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

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

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

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

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.25

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3.25

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Linux"
category = "Operating system software"
hot = true
inDemand = false

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

[[tools]]
example = "Microsoft Windows"
category = "Operating system software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Supervisory control and data acquisition SCADA software"
category = "Industrial control software"
hot = false
inDemand = false

[[tools]]
example = "VMware"
category = "Clustering software"
hot = false
inDemand = false

[[tools]]
example = "VMWare ESX Server"
category = "Application server software"
hot = false
inDemand = false

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

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.83

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.78

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.78

[[workContext]]
name = "Telephone Conversations"
value = 4.77

[[workContext]]
name = "Exposed to Radiation"
value = 4.69

[[workContext]]
name = "E-Mail"
value = 4.62

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.47

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.44

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.36

[[workContext]]
name = "Contact With Others"
value = 4.33

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.32

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.28

[[workContext]]
name = "Frequency of Decision Making"
value = 4.27

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 4.24

[[workContext]]
name = "Consequence of Error"
value = 4.19

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.07

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.06

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.03

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.99

[[workContext]]
name = "Exposed to Contaminants"
value = 3.95

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.92

[[workContext]]
name = "Physical Proximity"
value = 3.89

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.71

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.68

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 3.57

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.55

[[workContext]]
name = "Time Pressure"
value = 3.54

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.32

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.32

[[workContext]]
name = "Exposed to High Places"
value = 3.25

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.24

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.23

[[workContext]]
name = "Conflict Situations"
value = 3.22

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.15

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 3.12

[[workContext]]
name = "Spend Time Standing"
value = 3.08

[[workContext]]
name = "Written Letters and Memos"
value = 2.95

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.7

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.62

[[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 = 5.86

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.75

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 5.38

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.07

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 5.07

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.57

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 4

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

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.71

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.5

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 2.47

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 2.41

[[relatedRoles]]
socCode = "51-8011.00"
slug = "role-51-8011-00"
title = "Nuclear Power Reactor Operators"
tier = "Primary-Short"

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

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

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

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

[[relatedRoles]]
socCode = "51-8013.03"
slug = "role-51-8013-03"
title = "Biomass Plant Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-9099.01"
slug = "role-49-9099-01"
title = "Geothermal Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-3021.00"
slug = "role-17-3021-00"
title = "Aerospace Engineering and Operations Technologists and Technicians"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "17-3028.00"
slug = "role-17-3028-00"
title = "Calibration Technologists and Technicians"
tier = "Primary-Long"

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

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

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

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

[[careerClusters]]
cluster = "Public Service & Safety"
slug = "public-service-safety"

[[studyPrograms]]
title = "Engineering/Engineering-Related Technologies/Technicians"
slug = "engineering-engineering-related-technologies-technicians"

[[studyPrograms]]
title = "Health Professions and Related Programs"
slug = "health-professions-and-related-programs"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.85
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.1696743
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.5136482
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.0905259
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
