entityType = "role"
schemaVersion = "role.v1"
slug = "role-43-5041-00"
socCode = "43-5041.00"
title = "Meter Readers, Utilities"
summary = "Read meter and record consumption of electricity, gas, water, or steam."
aliases = ["Meter Reader", "Meter Technician", "Water Meter Reader", "Water Use Inspector", "Field Technician", "Fieldman", "Meter Reader Inspector", "Meter Reading Clerk", "Utility Service Worker", "Water Inspector", "Customer Field Representative", "Damage Prevention Specialist"]
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 = 71.05

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 17.28

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 8.74

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 2.39

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 0.54

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

[market]
medianWage = 49180
meanWage = 55810
pct10Wage = 33980
pct25Wage = 39620
pct75Wage = 68030
pct90Wage = 86480
employment = 19620
areaTitle = "U.S."

[industries]
count = 9

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 6940
medianWage = 64090
lq = 94.12

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2650
medianWage = 44880
lq = 2.31

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 340
medianWage = 40130
lq = 1.01

[[industries.top]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 290
medianWage = 70030
lq = 31.97

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 280
medianWage = 60780
lq = 0.78

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 130
medianWage = 40380
lq = 0.13

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 110
medianWage = 44720
lq = 0.2

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 30
medianWage = 98850

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
medianWage = 47910

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 6940
lq = 94.12

[[industries.concentrated]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 290
lq = 31.97

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2650
lq = 2.31

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 340
lq = 1.01

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 280
lq = 0.78

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 110
lq = 0.2

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 130
lq = 0.13

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 46
percentile = 45
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 18
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 46
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 75
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 = 0.3333333333333333
beta = 0.43749999999999994
gamma = 0.5416666666666666

[aiOutlook.bls]
growthPercent = -12
growthPercentile = 4
direction = "Declining"
annualOpeningsThousands = 1.3
annualOpeningsPercentile = 20
employment2024Thousands = 20.1
employment2034Thousands = 17.7

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.9723772
percentile = 18
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 = 0.5416666666666666
percentile = 46
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 = 0.23020085410725
percentile = 75
band = "High"
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 = 12
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 = "b9a2e7247cfd3e6e"

[[tasks]]
text = "Read electric, gas, water, or steam consumption meters and enter data in route books or hand-held computers."
type = "Core"
iwa = "4.A.3.b.1.f"

[[tasks]]
text = "Upload into office computers all information collected on hand-held computers during meter rounds, or return route books or hand-held computers to business offices so that data can be compiled."
type = "Core"
iwa = "4.A.3.b.1.f"

[[tasks]]
text = "Walk or drive vehicles along established routes to take readings of meter dials."
type = "Core"
iwa = "4.A.3.a.4.a"

[[tasks]]
text = "Verify readings in cases where consumption appears to be abnormal, and record possible reasons for fluctuations."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Inspect meters for unauthorized connections, defects, and damage, such as broken seals."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Report to service departments any problems, such as meter irregularities, damaged equipment, or impediments to meter access, including dogs."
type = "Core"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Leave messages to arrange different times to read meters in cases in which meters are not accessible."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Connect and disconnect utility services at specific locations."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Answer customers' questions about services and charges, or direct them to customer service centers."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Update client address and meter location information."
type = "Core"
iwa = "4.A.3.b.6.j"

[[tasks]]
text = "Report lost or broken keys."
type = "Supplemental"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Perform preventative maintenance or minor repairs on meters."
type = "Core"
iwa = "4.A.3.b.4.a"

[[emergingTasks]]
text = "Dig dirt away from meters to take readings."

[[emergingTasks]]
text = "Install new or replace broken meters."

[[activities]]
name = "Enter information into databases or software programs."
iwa = "4.A.3.b.1.f"

[[activities]]
name = "Operate vehicles or material-moving equipment."
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Verify accuracy of data."
iwa = "4.A.2.a.2.a"

[[activities]]
name = "Record service or repair activities."
iwa = "4.A.3.b.6.h"

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

[[activities]]
name = "Report maintenance or equipment problems to appropriate personnel."
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Discuss account status or activity with customers or patrons."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Refer customers to appropriate personnel."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Maintain financial or account records."
iwa = "4.A.3.b.6.j"

[[activities]]
name = "Control power supply connections."
iwa = "4.A.3.a.2.i"

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

[[activities]]
name = "Perform basic equipment maintenance."
iwa = "4.A.3.b.4.a"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.71

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

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.47

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.35

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.12

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.07

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

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3

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

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3

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

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

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 2.92

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 2.88

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

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 2.88

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 2.88

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 2.88

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 2.88

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 2.88

[[capabilities]]
name = "Gross Body Coordination"
family = "ability"
value = 2.88

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 2.85

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 2.75

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[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 Outlook"
category = "Electronic mail 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 = "Billing software"
category = "Billing and invoicing software"
hot = false
inDemand = false

[[tools]]
example = "Geographic information system GIS systems"
category = "Geographic information system"
hot = false
inDemand = false

[[tools]]
example = "Graphing software"
category = "Charting software"
hot = false
inDemand = false

[[tools]]
example = "Mapping software"
category = "Map creation software"
hot = false
inDemand = false

[[tools]]
example = "Meter reading software"
category = "Data base reporting software"
hot = false
inDemand = false

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

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 5

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.64

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.57

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.39

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.33

[[workContext]]
name = "Exposed to Contaminants"
value = 4.18

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.09

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.06

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 4

[[workContext]]
name = "Time Pressure"
value = 3.97

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.92

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.91

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.9

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.86

[[workContext]]
name = "Frequency of Decision Making"
value = 3.83

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.82

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.82

[[workContext]]
name = "Spend Time Standing"
value = 3.79

[[workContext]]
name = "Telephone Conversations"
value = 3.77

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.77

[[workContext]]
name = "Contact With Others"
value = 3.76

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.64

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.63

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.61

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 3.58

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.57

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.54

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.52

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.49

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.42

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 3.42

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.4

[[workContext]]
name = "Conflict Situations"
value = 3.26

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.12

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.03

[[workContext]]
name = "Consequence of Error"
value = 3

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 2.83

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.7

[[workContext]]
name = "Degree of Automation"
value = 2.63

[[workContext]]
name = "Physical Proximity"
value = 2.46

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.58

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.91

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 3.38

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 3.09

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.53

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.27

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.25

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.15

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.05

[[personFit]]
name = "Integrity"
family = "work_style"
value = 1.73

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.72

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 1.57

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.56

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 1.55

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 1.54

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 1.43

[[relatedRoles]]
socCode = "49-9012.00"
slug = "role-49-9012-00"
title = "Control and Valve Installers and Repairers, Except Mechanical Door"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-2095.00"
slug = "role-49-2095-00"
title = "Electrical and Electronics Repairers, Powerhouse, Substation, and Relay"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "49-2094.00"
slug = "role-49-2094-00"
title = "Electrical and Electronics Repairers, Commercial and Industrial Equipment"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-2093.00"
slug = "role-49-2093-00"
title = "Electrical and Electronics Installers and Repairers, Transportation Equipment"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9061.00"
slug = "role-51-9061-00"
title = "Inspectors, Testers, Sorters, Samplers, and Weighers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "47-4071.00"
slug = "role-47-4071-00"
title = "Septic Tank Servicers and Sewer Pipe Cleaners"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "49-2092.00"
slug = "role-49-2092-00"
title = "Electric Motor, Power Tool, and Related Repairers"
tier = "Supplemental"

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

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

[[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 = -0.9723772
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.6233584
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.027005
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
