entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-8092-00"
socCode = "51-8092.00"
title = "Gas Plant Operators"
summary = "Distribute or process gas for utility companies and others by controlling compressors to maintain specified pressures on main pipelines."
aliases = ["Gas Controller", "Gas Dispatcher", "Gas Plant Operator", "Plant Operator", "Compressor Technician (Compressor Tech)", "Engine Room Operator", "Gas Resource Control Operator", "Gas System Operator", "Liquefied Natural Gas Technician (LNG Technician)", "Liquid Natural Gas Plant Operator (LNG Plant Operator)", "Bulk Gas Specialist", "Field Gauger"]
emergingTasks = []

[preparation]
jobZone = "2"
jobZoneName = "Job Zone 1-2: Very Little to Some Preparation Needed"
education = "Usually requires a high school diploma or GED, though some occupations may not."
experience = "Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training."
svpRange = "(Below 6.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 58.44

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 31.05

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 10.51

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

[market]
medianWage = 83400
meanWage = 85470
pct10Wage = 59040
pct25Wage = 73150
pct75Wage = 100000
pct90Wage = 109350
employment = 15910
areaTitle = "U.S."

[industries]
count = 8

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 6680
medianWage = 84980
lq = 111.72

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 4930
medianWage = 82680
lq = 6.46

[[industries.top]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 1400
medianWage = 82110
lq = 23.66

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 1040
medianWage = 105030
lq = 0.79

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 400
medianWage = 89410
lq = 1.38

[[industries.top]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 280
medianWage = 95640
lq = 38.06

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 180
medianWage = 60420
lq = 0.19

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 120
medianWage = 54670
lq = 0.19

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 6680
lq = 111.72

[[industries.concentrated]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 280
lq = 38.06

[[industries.concentrated]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 1400
lq = 23.66

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 4930
lq = 6.46

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 400
lq = 1.38

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 1040
lq = 0.79

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 120
lq = 0.19

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 180
lq = 0.19

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

[aiOutlook.index]
value = 29
percentile = 28
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 40
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 17
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 31
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.78
percentile = 63
band = "Moderate"
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 = 0.0625
beta = 0.09375
gamma = 0.125

[aiOutlook.bls]
growthPercent = -8.8
growthPercentile = 7
direction = "Declining"
annualOpeningsThousands = 1.3
annualOpeningsPercentile = 20
employment2024Thousands = 16.2
employment2034Thousands = 14.8

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.2982082
percentile = 40
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 = 0.125
percentile = 17
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 = 0.10194774055956404
percentile = 31
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.usageTasks]]
task = "Test gas, chemicals, and air during processing to assess factors such as purity and moisture content, and to detect quality problems or gas or chemical leaks."
usagePercent = 0.0038001881606678474
importance = 4.04

[[aiOutlook.usageTasks]]
task = "Record, review, and compile operations records, test results, and gauge readings such as temperatures, pressures, concentrations, and flows."
usagePercent = 0.0016433246100185286
importance = 4.42

[[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 = "06023cbb52507894"

[[tasks]]
text = "Monitor equipment functioning, observe temperature, level, and flow gauges, and perform regular unit checks to ensure that all equipment is operating as it should."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Distribute or process gas for utility companies or industrial plants, using panel boards, control boards, and semi-automatic equipment."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Control operation of compressors, scrubbers, evaporators, and refrigeration equipment to liquefy, compress, or regasify natural gas."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Control equipment to regulate flow and pressure of gas to feedlines of boilers, furnaces, and related steam-generating or heating equipment."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Record, review, and compile operations records, test results, and gauge readings such as temperatures, pressures, concentrations, and flows."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Determine causes of abnormal pressure variances, and make corrective recommendations, such as installation of pipes to relieve overloading."
type = "Core"
iwa = "4.A.2.b.1.b"

[[tasks]]
text = "Adjust temperature, pressure, vacuum, level, flow rate, or transfer of gas to maintain processes at required levels or to correct problems."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Collaborate with other operators to solve unit problems."
type = "Core"
iwa = "4.A.4.b.1.a"

[[tasks]]
text = "Monitor transportation and storage of flammable and other potentially dangerous products to ensure that safety guidelines are followed."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Start and shut down plant equipment."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Read logsheets to determine product demand and disposition, or to detect malfunctions."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Control fractioning columns, compressors, purifying towers, heat exchangers, and related equipment to extract nitrogen and oxygen from air."
type = "Supplemental"
iwa = "4.A.3.a.3.g"

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

[[activities]]
name = "Inspect production equipment."
iwa = "4.A.1.b.2.g"

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

[[activities]]
name = "Operate natural gas generation equipment."
iwa = "4.A.3.a.3.g"

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

[[activities]]
name = "Adjust equipment controls to regulate gas flow."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Clean production equipment."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Repair production equipment or tools."
iwa = "4.A.3.b.4.c"

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

[[activities]]
name = "Confer with others to resolve production problems or equipment malfunctions."
iwa = "4.A.4.b.1.a"

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

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

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

[[activities]]
name = "Test chemical or physical characteristics of materials or products."
iwa = "4.A.1.b.2.c"

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

[[activities]]
name = "Analyze test results."
iwa = "4.A.1.b.2.c"

[[activities]]
name = "Signal others to coordinate work activities."
iwa = "4.A.4.b.1.b"

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

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 4.12

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.94

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

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.75

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.75

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.62

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.59

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Auditory Attention"
family = "ability"
value = 3.5

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.4

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

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

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

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.17

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.14

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.13

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

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

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

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

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.04

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.01

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

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

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Troubleshooting"
family = "transferable_skill"
value = 3

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

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

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

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Active Listening"
type = "Common 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 = "Systems Analysis"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Biology"
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"

[[tools]]
example = "Google Android"
category = "Operating system software"
hot = true
inDemand = true

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

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

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

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

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

[[tools]]
example = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "AspenTech HYSYS"
category = "Analytical or scientific software"
hot = false
inDemand = false

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

[[tools]]
example = "Quorum PGAS"
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 = "Work scheduling software"
category = "Calendar and scheduling software"
hot = false
inDemand = false

[[workContext]]
name = "Telephone Conversations"
value = 4.86

[[workContext]]
name = "E-Mail"
value = 4.6

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.52

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.49

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.44

[[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 = 4.39

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.29

[[workContext]]
name = "Consequence of Error"
value = 4.27

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.27

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.26

[[workContext]]
name = "Contact With Others"
value = 4.2

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.2

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.1

[[workContext]]
name = "Frequency of Decision Making"
value = 4.08

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 4.06

[[workContext]]
name = "Exposed to Contaminants"
value = 4.01

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.86

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.79

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.72

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.71

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.66

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

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.6

[[workContext]]
name = "Time Pressure"
value = 3.6

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.44

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.3

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.28

[[workContext]]
name = "Degree of Automation"
value = 3.24

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

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.13

[[workContext]]
name = "Spend Time Standing"
value = 3.01

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.92

[[workContext]]
name = "Spend Time Sitting"
value = 2.88

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 2.82

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.81

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.77

[[workContext]]
name = "Conflict Situations"
value = 2.75

[[workContext]]
name = "Written Letters and Memos"
value = 2.71

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.7

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.65

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.19

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

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 4.69

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 4

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 3.64

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

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.74

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.58

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.28

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.28

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 2.26

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.12

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 2.02

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 1.96

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.92

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

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

[[relatedRoles]]
socCode = "53-7071.00"
slug = "role-53-7071-00"
title = "Gas Compressor and Gas Pumping Station Operators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-8013.03"
slug = "role-51-8013-03"
title = "Biomass Plant 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 = "51-8013.04"
slug = "role-51-8013-04"
title = "Hydroelectric Plant Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-7073.00"
slug = "role-53-7073-00"
title = "Wellhead Pumpers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-7072.00"
slug = "role-53-7072-00"
title = "Pump Operators, Except Wellhead Pumpers"
tier = "Primary-Long"

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

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

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.78
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.2982082
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.1276515
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.5741886
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
