entityType = "role"
schemaVersion = "role.v1"
slug = "role-49-9052-00"
socCode = "49-9052.00"
title = "Telecommunications Line Installers and Repairers"
summary = "Install and repair telecommunications cable, including fiber optics."
aliases = ["Combination Technician", "Installation and Repair Technician (I and R Technician)", "Lineman", "Service Technician", "Cable Splicer", "Cable Technician", "Cable Television Technician (Cable TV Tech)", "Field Service Technician", "Installer", "Outside Plant Technician", "Aerial Installer", "Aerial Lineman"]

[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 = 59.59

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 14.05

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 13.1

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 12.37

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 0.89

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

[market]
medianWage = 70500
meanWage = 72440
pct10Wage = 42940
pct25Wage = 50620
pct75Wage = 95520
pct90Wage = 104840
employment = 98360
areaTitle = "U.S."

[industries]
count = 16

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 59290
medianWage = 83370
lq = 31.96

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 31010
medianWage = 52030
lq = 5.99

[[industries.top]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 15150
medianWage = 51700
lq = 22.15

[[industries.top]]
naics = "237130"
slug = "237130"
title = "Power and Communication Line and Related Structures Construction"
level = "National industry"
employment = 15020
medianWage = 52050
lq = 100.55

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 2870
medianWage = 53640
lq = 0.42

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 1350
medianWage = 82420
lq = 3.65

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 1230
medianWage = 49390
lq = 0.21

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 620
medianWage = 49370
lq = 0.37

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 420
medianWage = 60600
lq = 0.57

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 280
medianWage = 54010
lq = 0.03

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 230
medianWage = 83570
lq = 0.13

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 170
medianWage = 59030
lq = 0.04

[[industries.concentrated]]
naics = "237130"
slug = "237130"
title = "Power and Communication Line and Related Structures Construction"
level = "National industry"
employment = 15020
lq = 100.55

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 59290
lq = 31.96

[[industries.concentrated]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 15150
lq = 22.15

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 31010
lq = 5.99

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 1350
lq = 3.65

[[industries.concentrated]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 100
lq = 2.2

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 420
lq = 0.57

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 2870
lq = 0.42

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

[aiOutlook.index]
value = 26
percentile = 24
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 15
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 6
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 57
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.49
percentile = 47
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 = 0.03125
beta = 0.03125
gamma = 0.03125

[aiOutlook.bls]
growthPercent = -3.1
growthPercentile = 16
direction = "Declining"
annualOpeningsThousands = 8.9
annualOpeningsPercentile = 60
employment2024Thousands = 99.9
employment2034Thousands = 96.8

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.083883
percentile = 15
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 = 0.03125
percentile = 6
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 = 0.16578123603260483
percentile = 57
band = "Moderate"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.usageTasks]]
task = "Compute impedance of wires from poles to houses to determine additional resistance needed for reducing signals to desired levels."
usagePercent = 0.002875818067532425
importance = 3.91

[[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 = 36
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 = "7f5b110e57d9aded"

[[tasks]]
text = "Set up service for customers, installing, connecting, testing, or adjusting equipment."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Explain cable service to subscribers after installation, and collect any installation fees due."
type = "Supplemental"
iwa = "4.A.4.a.1.a"

[[tasks]]
text = "Travel to customers' premises to install, maintain, or repair audio and visual electronic reception equipment or accessories."
type = "Core"
iwa = "4.A.3.a.4.a"

[[tasks]]
text = "Measure signal strength at utility poles, using electronic test equipment."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Inspect or test lines or cables, recording and analyzing test results, to assess transmission characteristics and locate faults or malfunctions."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Splice cables, using hand tools, epoxy, or mechanical equipment."
type = "Core"
iwa = "4.A.3.a.2.ah"

[[tasks]]
text = "Access specific areas to string lines, or install terminal boxes, auxiliary equipment, or appliances, using bucket trucks, climbing poles or ladders, or entering tunnels, trenches, or crawl spaces."
type = "Core"
iwa = "4.A.3.a.1.n"

[[tasks]]
text = "Place insulation over conductors, or seal splices with moisture-proof covering."
type = "Supplemental"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "String cables between structures and lines from poles, towers, or trenches, and pull lines to proper tension."
type = "Core"
iwa = "4.A.3.a.2.ah"

[[tasks]]
text = "Clean or maintain tools or test equipment."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Compute impedance of wires from poles to houses to determine additional resistance needed for reducing signals to desired levels."
type = "Supplemental"
iwa = "4.A.2.b.1.h"

[[tasks]]
text = "Install equipment such as amplifiers or repeaters to maintain the strength of communications transmissions."
type = "Supplemental"
iwa = "4.A.3.a.2.t"

[[emergingTasks]]
text = "Set up service for customers, installing, connecting, testing, or adjusting equipment, such as digital subscriber line modems."

[[activities]]
name = "Travel to work sites to perform installation, repair or maintenance work."
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Inspect telecommunications equipment to identify problems."
iwa = "4.A.1.b.2.g"

[[activities]]
name = "Analyze test or performance data to assess equipment operation."
iwa = "4.A.2.a.4.l"

[[activities]]
name = "Connect electrical components or equipment."
iwa = "4.A.3.a.2.ah"

[[activities]]
name = "Measure equipment outputs."
iwa = "4.A.1.b.2.l"

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

[[activities]]
name = "Adjust equipment to ensure optimal performance."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Install audio or communications equipment."
iwa = "4.A.3.a.2.t"

[[activities]]
name = "Install insulation in equipment or structures."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Climb equipment or structures to access work areas."
iwa = "4.A.3.a.1.n"

[[activities]]
name = "Lay cables to connect equipment."
iwa = "4.A.3.a.2.ah"

[[activities]]
name = "Clean equipment, parts, or tools to repair or maintain them in good working order."
iwa = "4.A.3.a.1.c"

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

[[activities]]
name = "Explain use of products or services."
iwa = "4.A.4.a.1.a"

[[activities]]
name = "Collect payments for goods or services."
iwa = "4.A.4.c.3.d"

[[activities]]
name = "Calculate requirements for equipment installation or repair projects."
iwa = "4.A.2.b.1.h"

[[activities]]
name = "Move large objects using heavy equipment."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Dig holes or trenches."
iwa = "4.A.3.a.1.g"

[[activities]]
name = "Operate cranes, hoists, or other moving or lifting equipment."
iwa = "4.A.3.a.3.h"

[[activities]]
name = "Compact materials to create level bases."
iwa = "4.A.3.a.1.g"

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 4.49

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.39

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.74

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.62

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.39

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.38

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.38

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3.38

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.26

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.22

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.19

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3.14

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.12

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

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

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.12

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

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

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

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

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

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

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3

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

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3

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

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3

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

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Cisco IOS"
type = "Specialized Skill"

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

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

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

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

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

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

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

[[tools]]
example = "Slack"
category = "Cloud-based data access and sharing software"
hot = true
inDemand = false

[[tools]]
example = "Cisco IOS"
category = "Operating system software"
hot = false
inDemand = false

[[tools]]
example = "Email software"
category = "Electronic mail software"
hot = false
inDemand = false

[[tools]]
example = "Mapcom systems M4"
category = "Facilities management software"
hot = false
inDemand = false

[[tools]]
example = "Ping tools"
category = "Transaction security and virus protection software"
hot = false
inDemand = false

[[tools]]
example = "Voice over internet protocol VoIP system software"
category = "Internet protocol IP multimedia subsystem software"
hot = false
inDemand = false

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[tools]]
example = "Workforce management system software"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.83

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.8

[[workContext]]
name = "Contact With Others"
value = 4.79

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.77

[[workContext]]
name = "Telephone Conversations"
value = 4.69

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.59

[[workContext]]
name = "Time Pressure"
value = 4.54

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.51

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.44

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.38

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.28

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.19

[[workContext]]
name = "Exposed to Contaminants"
value = 4.17

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.13

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.1

[[workContext]]
name = "Frequency of Decision Making"
value = 4.05

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4

[[workContext]]
name = "Exposed to High Places"
value = 4

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.99

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

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.79

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.7

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.67

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.67

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.63

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.62

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.62

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.58

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.58

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.56

[[workContext]]
name = "Physical Proximity"
value = 3.54

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.54

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.44

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.4

[[workContext]]
name = "Level of Competition"
value = 3.37

[[workContext]]
name = "Consequence of Error"
value = 3.34

[[workContext]]
name = "E-Mail"
value = 3.29

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.25

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.21

[[workContext]]
name = "Conflict Situations"
value = 3.19

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.48

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 6.15

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.91

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 4.2

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.17

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 3.6

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.49

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.39

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.3

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.14

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.12

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.01

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.93

[[personFit]]
name = "Nature/Outdoors"
family = "specific_interest_area"
value = 1.92

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 1.7

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.58

[[relatedRoles]]
socCode = "49-2022.00"
slug = "role-49-2022-00"
title = "Telecommunications Equipment Installers and Repairers, Except Line Installers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-9051.00"
slug = "role-49-9051-00"
title = "Electrical Power-Line Installers and Repairers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-2021.00"
slug = "role-49-2021-00"
title = "Radio, Cellular, and Tower Equipment Installers and Repairers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-2097.00"
slug = "role-49-2097-00"
title = "Audiovisual Equipment Installers and Repairers"
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 = "47-2111.00"
slug = "role-47-2111-00"
title = "Electricians"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "49-9097.00"
slug = "role-49-9097-00"
title = "Signal and Track Switch Repairers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-2098.00"
slug = "role-49-2098-00"
title = "Security and Fire Alarm Systems Installers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-2096.00"
slug = "role-49-2096-00"
title = "Electronic Equipment Installers and Repairers, Motor Vehicles"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "27-4015.00"
slug = "role-27-4015-00"
title = "Lighting Technicians"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Mechanic and Repair Technologies/Technicians"
slug = "mechanic-and-repair-technologies-technicians"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.49
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.083883
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.8191236
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.054143
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
