entityType = "role"
schemaVersion = "role.v1"
slug = "role-47-1011-03"
socCode = "47-1011.03"
title = "Solar Energy Installation Managers"
summary = "Direct work crews installing residential or commercial solar photovoltaic or thermal systems."
aliases = ["Installation Manager", "Solar Energy Installation Manager", "Solar Installation Crew Foreman", "Solar Installation Manager", "Commercial Field Manager", "Commercial Solar Superintendent", "Residential Field Manager", "Residential Field Supervisor", "Solar Field Supervisor", "Solar Installation Supervisor", "Commercial Subcontractor", "Photovoltaic Subcontractor"]
emergingTasks = []

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

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 52.86

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 18.71

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 10.03

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 9.36

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 6.29

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 2.74

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

[market]
medianWage = 78690
meanWage = 84500
pct10Wage = 51290
pct25Wage = 62400
pct75Wage = 100200
pct90Wage = 126690
employment = 806080
areaTitle = "U.S."

[industries]
count = 40

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 629040
medianWage = 78900
lq = 14.82

[[industries.top]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 78640
medianWage = 88780
lq = 14.03

[[industries.top]]
naics = "238220"
slug = "238220"
title = "Plumbing, Heating, and Air-Conditioning Contractors"
level = "National industry"
employment = 54060
medianWage = 88220
lq = 8.16

[[industries.top]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 32560
medianWage = 89990
lq = 10.86

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 26820
medianWage = 64200
lq = 0.57

[[industries.top]]
naics = "238110"
slug = "238110"
title = "Poured Concrete Foundation and Structure Contractors"
level = "National industry"
employment = 23870
medianWage = 75760
lq = 17.65

[[industries.top]]
naics = "238160"
slug = "238160"
title = "Roofing Contractors"
level = "National industry"
employment = 22330
medianWage = 70380
lq = 17.19

[[industries.top]]
naics = "238310"
slug = "238310"
title = "Drywall and Insulation Contractors"
level = "National industry"
employment = 19650
medianWage = 72510
lq = 15.3

[[industries.top]]
naics = "237130"
slug = "237130"
title = "Power and Communication Line and Related Structures Construction"
level = "National industry"
employment = 18400
medianWage = 79980
lq = 15.03

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 16740
medianWage = 78620
lq = 0.25

[[industries.top]]
naics = "238320"
slug = "238320"
title = "Painting and Wall Covering Contractors"
level = "National industry"
employment = 14180
medianWage = 61840
lq = 13.12

[[industries.top]]
naics = "238140"
slug = "238140"
title = "Masonry Contractors"
level = "National industry"
employment = 11380
medianWage = 75260
lq = 15.16

[[industries.concentrated]]
naics = "238110"
slug = "238110"
title = "Poured Concrete Foundation and Structure Contractors"
level = "National industry"
employment = 23870
lq = 17.65

[[industries.concentrated]]
naics = "238160"
slug = "238160"
title = "Roofing Contractors"
level = "National industry"
employment = 22330
lq = 17.19

[[industries.concentrated]]
naics = "238310"
slug = "238310"
title = "Drywall and Insulation Contractors"
level = "National industry"
employment = 19650
lq = 15.3

[[industries.concentrated]]
naics = "238140"
slug = "238140"
title = "Masonry Contractors"
level = "National industry"
employment = 11380
lq = 15.16

[[industries.concentrated]]
naics = "237130"
slug = "237130"
title = "Power and Communication Line and Related Structures Construction"
level = "National industry"
employment = 18400
lq = 15.03

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 629040
lq = 14.82

[[industries.concentrated]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 78640
lq = 14.03

[[industries.concentrated]]
naics = "238320"
slug = "238320"
title = "Painting and Wall Covering Contractors"
level = "National industry"
employment = 14180
lq = 13.12

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

[aiOutlook.index]
value = 49
percentile = 48
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 73
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 33
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.17
percentile = 32
band = "Low"
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
beta = 0.43333333333333335
gamma = 0.8666666666666667

[aiOutlook.bls]
growthPercent = 5.3
growthPercentile = 76
direction = "About average"
annualOpeningsThousands = 74.4
annualOpeningsPercentile = 92
employment2024Thousands = 921.6
employment2034Thousands = 970.6

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.3054048
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 = 0.8666666666666667
percentile = 73
band = "High"
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 = 0.11020765108512873
percentile = 33
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 = "Prepare solar installation project proposals, quotes, budgets, or schedules."
usagePercent = 0.002464986915027793
importance = 4.02

[[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"

[aiPlaybook]
trustedTaskCount = 1
taskCount = 2
totalSample = 70
autonomyMedian = 4
dominantCollaboration = "learning"
augmentationShare = 52.27
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 52.27

[[aiPlaybook.useCase]]
label = "personal"
percent = 68.18

[[aiPlaybook.delegatedTasks]]
task = "Provide technical assistance to installers, technicians, or other solar professionals in areas such as solar electric systems, solar thermal systems, electrical systems, and mechanical systems."
usagePercent = 0.004400550068758595
collaboration = "learning"
autonomyMedian = 4
sampleCount = 44

[[aiPlaybook.boundaryTasks]]
task = "Provide technical assistance to installers, technicians, or other solar professionals in areas such as solar electric systems, solar thermal systems, electrical systems, and mechanical systems."
humanNeededPercent = 93.18181818181817
sampleCount = 44

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide technical assistance to installers, technicians, or other solar professionals in areas such as solar electric systems, solar thermal systems, electrical systems, and mechanical systems, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 15
skills = 44
capabilities = 120
tools = 29
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "8bf89408b335f28e"

[[tasks]]
text = "Plan and coordinate installations of photovoltaic (PV) solar and solar thermal systems to ensure conformance to codes."
type = "Core"
iwa = "4.A.2.b.6.b"

[[tasks]]
text = "Supervise solar installers, technicians, and subcontractors for solar installation projects to ensure compliance with safety standards."
type = "Core"
iwa = "4.A.4.b.4.i"

[[tasks]]
text = "Estimate materials, equipment, and personnel needed for residential or commercial solar installation projects."
type = "Core"
iwa = "4.A.2.b.1.h"

[[tasks]]
text = "Prepare solar installation project proposals, quotes, budgets, or schedules."
type = "Core"
iwa = "4.A.1.b.3.b"

[[tasks]]
text = "Provide technical assistance to installers, technicians, or other solar professionals in areas such as solar electric systems, solar thermal systems, electrical systems, or mechanical systems."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Coordinate or schedule building inspections for solar installation projects."
type = "Core"
iwa = "4.A.4.b.4.i"

[[tasks]]
text = "Perform start-up of systems for testing or customer implementation."
type = "Core"
iwa = "4.A.1.b.2.b"

[[tasks]]
text = "Develop and maintain system architecture, including all piping, instrumentation, or process flow diagrams."
type = "Supplemental"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Identify means to reduce costs, minimize risks, or increase efficiency of solar installation projects."
type = "Core"
iwa = "4.A.1.b.1.b"

[[tasks]]
text = "Assess system performance or functionality at the system, subsystem, and component levels."
type = "Core"
iwa = "4.A.1.b.2.b"

[[tasks]]
text = "Assess potential solar installation sites to determine feasibility and design requirements."
type = "Core"
iwa = "4.A.1.b.3.d"

[[tasks]]
text = "Monitor work of contractors and subcontractors to ensure projects conform to plans, specifications, schedules, or budgets."
type = "Core"
iwa = "4.A.4.b.4.i"

[[activities]]
name = "Plan layout of construction, installation, or repairs."
iwa = "4.A.2.b.6.b"

[[activities]]
name = "Coordinate construction project activities."
iwa = "4.A.4.b.4.i"

[[activities]]
name = "Direct construction or extraction personnel."
iwa = "4.A.4.b.4.i"

[[activities]]
name = "Assess locations for potential green technology installations."
iwa = "4.A.1.b.3.d"

[[activities]]
name = "Test green technology installations to verify performance."
iwa = "4.A.1.b.2.b"

[[activities]]
name = "Communicate with other construction or extraction personnel to discuss project details."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Estimate materials requirements for projects."
iwa = "4.A.2.b.1.h"

[[activities]]
name = "Create construction or installation diagrams."
iwa = "4.A.2.b.2.o"

[[activities]]
name = "Estimate construction project labor requirements."
iwa = "4.A.2.b.1.h"

[[activities]]
name = "Analyze costs and benefits of proposed designs or projects."
iwa = "4.A.2.a.4.e"

[[activities]]
name = "Identify opportunities to improve operational efficiency."
iwa = "4.A.1.b.1.b"

[[activities]]
name = "Estimate construction project costs."
iwa = "4.A.1.b.3.b"

[[activities]]
name = "Order construction or extraction materials or equipment."
iwa = "4.A.4.c.3.e"

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 4.41

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.21

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

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

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

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.66

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

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

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

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.5

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

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

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.46

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.45

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.38

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

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.38

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

[[capabilities]]
name = "Transportation"
family = "knowledge"
value = 3.32

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.12

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.11

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.04

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Microsoft PowerPoint"
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 = "Autodesk Revit"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Autodesk AutoCAD"
category = "Computer aided design CAD software"
hot = true
inDemand = false

[[tools]]
example = "Autodesk AutoCAD Civil 3D"
category = "Computer aided design CAD software"
hot = true
inDemand = false

[[tools]]
example = "Autodesk Revit"
category = "Computer aided design CAD 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 Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Microsoft Visio"
category = "Process mapping and design 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 = "Oracle Primavera Enterprise Project Portfolio Management"
category = "Project management software"
hot = true
inDemand = false

[[tools]]
example = "Procore software"
category = "Analytical or scientific software"
hot = true
inDemand = false

[[tools]]
example = "Salesforce software"
category = "Customer relationship management CRM software"
hot = true
inDemand = false

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

[[tools]]
example = "Trimble SketchUp Pro"
category = "Computer aided design CAD software"
hot = true
inDemand = false

[[tools]]
example = "Bentley STAAD"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Computer aided design and drafting software CADD"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Cost estimating software"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Esri ArcGIS"
category = "Geographic information system"
hot = false
inDemand = false

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

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

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

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

[[tools]]
example = "Oracle Primavera Systems"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Prolog"
category = "Development environment software"
hot = false
inDemand = false

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

[[tools]]
example = "Real time operating system RTOS software"
category = "Operating system software"
hot = false
inDemand = false

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

[[workContext]]
name = "Contact With Others"
value = 4.85

[[workContext]]
name = "E-Mail"
value = 4.81

[[workContext]]
name = "Telephone Conversations"
value = 4.76

[[workContext]]
name = "Frequency of Decision Making"
value = 4.75

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.61

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.52

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.51

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.42

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.39

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.38

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.31

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.31

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.2

[[workContext]]
name = "Time Pressure"
value = 4.17

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.1

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.07

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.05

[[workContext]]
name = "Physical Proximity"
value = 4

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.96

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.95

[[workContext]]
name = "Spend Time Standing"
value = 3.92

[[workContext]]
name = "Exposed to High Places"
value = 3.91

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.73

[[workContext]]
name = "Level of Competition"
value = 3.72

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.61

[[workContext]]
name = "Exposed to Contaminants"
value = 3.6

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.59

[[workContext]]
name = "Consequence of Error"
value = 3.57

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.42

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.36

[[workContext]]
name = "Written Letters and Memos"
value = 3.33

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.3

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.25

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.18

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.17

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.09

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 3.08

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.05

[[workContext]]
name = "Conflict Situations"
value = 2.95

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.91

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.86

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.85

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.19

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.65

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.74

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.27

[[relatedRoles]]
socCode = "47-2231.00"
slug = "role-47-2231-00"
title = "Solar Photovoltaic Installers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-1011.00"
slug = "role-47-1011-00"
title = "First-Line Supervisors of Construction Trades and Extraction Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "41-4011.07"
slug = "role-41-4011-07"
title = "Solar Sales Representatives and Assessors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-2152.04"
slug = "role-47-2152-04"
title = "Solar Thermal Installers and Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "11-9021.00"
slug = "role-11-9021-00"
title = "Construction Managers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-1082.00"
slug = "role-13-1082-00"
title = "Project Management Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-9199.10"
slug = "role-11-9199-10"
title = "Wind Energy Development Managers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-4011.00"
slug = "role-47-4011-00"
title = "Construction and Building Inspectors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-9071.00"
slug = "role-49-9071-00"
title = "Maintenance and Repair Workers, General"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-1011.00"
slug = "role-49-1011-00"
title = "First-Line Supervisors of Mechanics, Installers, and Repairers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-2199.11"
slug = "role-17-2199-11"
title = "Solar Energy Systems Engineers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "47-4011.01"
slug = "role-47-4011-01"
title = "Energy Auditors"
tier = "Supplemental"

[[careerClusters]]
cluster = "Construction"
slug = "construction"

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

[[studyPrograms]]
title = "Construction Trades"
slug = "construction-trades"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.17
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.3054048
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.0124179
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.3598737
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
