entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-8013-03"
socCode = "51-8013.03"
title = "Biomass Plant Technicians"
summary = "Control and monitor biomass plant activities and perform maintenance as needed."
aliases = ["Auxiliary Operator", "Fuel Handler", "Operations Technician (Operations Tech)", "Plant Operator", "Central Heating Plant Operator", "Fuel Quality Technician (Fuel Quality Tech)", "Heating Plant Operator", "Plant Technician", "Steam Plant Operator", "Biomass Boiler Operator", "Biomass Plant Operator", "Biomass Plant Technician"]
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 = 46.51

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 21.85

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 9.72

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 9.54

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 6.56

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 5.82

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

[market]
medianWage = 99670
meanWage = 95990
pct10Wage = 59930
pct25Wage = 77400
pct75Wage = 111980
pct90Wage = 128760
employment = 30720
areaTitle = "U.S."

[industries]
count = 19

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 21490
medianWage = 102950
lq = 186.15

[[industries.top]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 11860
medianWage = 103640
lq = 834.99

[[industries.top]]
naics = "221111"
slug = "221111"
title = "Hydroelectric Power Generation"
level = "National industry"
employment = 1620
medianWage = 95150
lq = 1188.73

[[industries.top]]
naics = "221117"
slug = "221117"
title = "Biomass Electric Power Generation"
level = "National industry"
employment = 950
medianWage = 63470
lq = 2591.38

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 950
medianWage = 77560
lq = 0.53

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 770
medianWage = 71470
lq = 0.3

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 770
medianWage = 61960
lq = 0.28

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 730
medianWage = 78530
lq = 0.34

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 590
medianWage = 78530
lq = 2.56

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 460
medianWage = 64370
lq = 0.1

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 420
medianWage = 107870
lq = 0.75

[[industries.top]]
naics = "221115"
slug = "221115"
title = "Wind Electric Power Generation"
level = "National industry"
employment = 410
medianWage = 75600
lq = 207.23

[[industries.concentrated]]
naics = "221117"
slug = "221117"
title = "Biomass Electric Power Generation"
level = "National industry"
employment = 950
lq = 2591.38

[[industries.concentrated]]
naics = "221116"
slug = "221116"
title = "Geothermal Electric Power Generation"
level = "National industry"
employment = 300
lq = 2247.35

[[industries.concentrated]]
naics = "221111"
slug = "221111"
title = "Hydroelectric Power Generation"
level = "National industry"
employment = 1620
lq = 1188.73

[[industries.concentrated]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 11860
lq = 834.99

[[industries.concentrated]]
naics = "221118"
slug = "221118"
title = "Other Electric Power Generation"
level = "National industry"
employment = 250
lq = 359.53

[[industries.concentrated]]
naics = "221115"
slug = "221115"
title = "Wind Electric Power Generation"
level = "National industry"
employment = 410
lq = 207.23

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 21490
lq = 186.15

[[industries.concentrated]]
naics = "221114"
slug = "221114"
title = "Solar Electric Power Generation"
level = "National industry"
employment = 230
lq = 82.75

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

[aiOutlook.index]
value = 27
percentile = 25
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 39
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 25
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 17
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 = 0.058823529411764705
beta = 0.1323529411764706
gamma = 0.20588235294117646

[aiOutlook.bls]
growthPercent = -11.2
growthPercentile = 5
direction = "Declining"
annualOpeningsThousands = 2.5
annualOpeningsPercentile = 33
employment2024Thousands = 31.6
employment2034Thousands = 28

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.3482779
percentile = 39
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 = 0.20588235294117646
percentile = 25
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 = 0.0655066316400932
percentile = 17
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 = "Calibrate liquid flow devices or meters, including fuel, chemical, and water meters."
usagePercent = 0.0018487401862708444
importance = 3.88

[[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 = 35
capabilities = 120
tools = 8
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "08739f49fd3b7933"

[[tasks]]
text = "Operate biomass fuel-burning boiler or biomass fuel gasification system equipment in accordance with specifications or instructions."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Perform tests of water chemistry in boilers."
type = "Core"
iwa = "4.A.1.b.2.c"

[[tasks]]
text = "Operate high-pressure steam boiler or water chiller equipment for electrical cogeneration operations."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Operate equipment to heat biomass, using knowledge of controls, combustion, and firing mechanisms."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Operate equipment to start, stop, or regulate biomass-fueled generators, generator units, boilers, engines, or auxiliary systems."
type = "Core"
iwa = "4.A.3.a.3.g"

[[tasks]]
text = "Inspect biomass power plant or processing equipment, recording or reporting damage and mechanical problems."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Record or report operational data, such as readings on meters, instruments, and gauges."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Operate valves, pumps, engines, or generators to control and adjust production of biofuels or biomass-fueled power."
type = "Core"
iwa = "4.A.3.a.3.b"

[[tasks]]
text = "Calculate, measure, load, or mix biomass feedstock for power generation."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Clean work areas to ensure compliance with safety regulations."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Perform routine maintenance or make minor repairs to mechanical, electrical, or electronic equipment in biomass plants."
type = "Core"
iwa = "4.A.3.b.5.a"

[[tasks]]
text = "Measure and monitor raw biomass feedstock, including wood, waste, or refuse materials."
type = "Core"
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Measure stock or liquid levels in sustainable fuel production systems."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Operate pumping systems or equipment."
iwa = "4.A.3.a.3.b"

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

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

[[activities]]
name = "Evaluate quality of materials or products."
iwa = "4.A.2.a.1.e"

[[activities]]
name = "Measure ingredients or substances to be used in production processes."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Calculate specific material, equipment, or labor requirements for production."
iwa = "4.A.2.b.1.h"

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

[[activities]]
name = "Adjust equipment controls to regulate flow of water, cleaning solutions, or other liquids."
iwa = "4.A.3.a.2.i"

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

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

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

[[activities]]
name = "Prepare biological feedstock for physical, chemical, or biological processing."
iwa = "4.A.3.a.2.m"

[[activities]]
name = "Clean work areas."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Maintain inventories of materials, equipment, or products."
iwa = "4.A.4.c.3.a"

[[activities]]
name = "Study blueprints or other instructions to determine equipment setup requirements."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Test materials, solutions, or samples."
iwa = "4.A.1.b.2.c"

[[activities]]
name = "Test fluids to identify contamination or other problems."
iwa = "4.A.1.b.2.c"

[[activities]]
name = "Operate heavy-duty construction or installation equipment."
iwa = "4.A.3.a.3.c"

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

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.92

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.88

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

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

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.75

[[capabilities]]
name = "Chemistry"
family = "knowledge"
value = 3.44

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.38

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.28

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.27

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

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.25

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.25

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3.25

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.13

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.12

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.12

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3.12

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.09

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.03

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

[[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 = "Active Learning"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Learning Strategies"
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 = "Equipment Maintenance"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[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 Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

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

[[tools]]
example = "Distributed control system DCS"
category = "Industrial control software"
hot = false
inDemand = false

[[tools]]
example = "Energy analysis software"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Inventory control software"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "National Instruments LabVIEW"
category = "Development environment software"
hot = false
inDemand = false

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.96

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.8

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.76

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.72

[[workContext]]
name = "Frequency of Decision Making"
value = 4.67

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 4.64

[[workContext]]
name = "Exposed to Contaminants"
value = 4.48

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.46

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.45

[[workContext]]
name = "Exposed to High Places"
value = 4.42

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.33

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.29

[[workContext]]
name = "Consequence of Error"
value = 4.28

[[workContext]]
name = "Contact With Others"
value = 4.27

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 4.24

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.23

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.23

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

[[workContext]]
name = "Telephone Conversations"
value = 4.11

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

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.08

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 4.01

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.96

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.94

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.78

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.67

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.59

[[workContext]]
name = "Written Letters and Memos"
value = 3.57

[[workContext]]
name = "Spend Time Sitting"
value = 3.52

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.46

[[workContext]]
name = "Time Pressure"
value = 3.46

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.34

[[workContext]]
name = "Degree of Automation"
value = 3.29

[[workContext]]
name = "E-Mail"
value = 3.24

[[workContext]]
name = "Physical Proximity"
value = 3.05

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.95

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.92

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.89

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.86

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.84

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.97

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.82

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.75

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.22

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1

[[relatedRoles]]
socCode = "11-3051.04"
slug = "role-11-3051-04"
title = "Biomass Power Plant Managers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-8099.01"
slug = "role-51-8099-01"
title = "Biofuels Processing 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 = "51-8031.00"
slug = "role-51-8031-00"
title = "Water and Wastewater Treatment Plant and System Operators"
tier = "Primary-Short"

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

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

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

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

[[relatedRoles]]
socCode = "11-3051.03"
slug = "role-11-3051-03"
title = "Biofuels Production Managers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-3051.02"
slug = "role-11-3051-02"
title = "Geothermal Production Managers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "53-7071.00"
slug = "role-53-7071-00"
title = "Gas Compressor and Gas Pumping Station Operators"
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 = 0.85
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.3482779
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.1809246
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.4411169
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
