entityType = "role"
schemaVersion = "role.v1"
slug = "role-49-2098-00"
socCode = "49-2098.00"
title = "Security and Fire Alarm Systems Installers"
summary = "Install, program, maintain, and repair security and fire alarm wiring and equipment. Ensure that work is in accordance with relevant codes."
aliases = ["Alarm Technician", "Fire Alarm Technician (Fire Alarm Tech)", "Installation Technician", "Service Technician", "Home Security Alarm Installer", "Install Technician", "Installer", "Security Installation Technician", "Security Installer", "Security Technician (Security Tech)", "Access Control Technician", "Alarm Adjuster"]
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 = "Post-Secondary Certificate"
percentage = 48.58

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 41.41

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 8.41

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 1.6

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

[market]
medianWage = 59300
meanWage = 60040
pct10Wage = 38410
pct25Wage = 47330
pct75Wage = 71340
pct90Wage = 81980
employment = 81510
areaTitle = "U.S."

[industries]
count = 20

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 54570
medianWage = 59110
lq = 11.43

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 18140
medianWage = 60500
lq = 4.23

[[industries.top]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 11090
medianWage = 60470
lq = 19.57

[[industries.top]]
naics = "238220"
slug = "238220"
title = "Plumbing, Heating, and Air-Conditioning Contractors"
level = "National industry"
employment = 6370
medianWage = 60700
lq = 9.51

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 5970
medianWage = 54920
lq = 1.87

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 660
medianWage = 59540
lq = 0.09

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 430
medianWage = 46450
lq = 0.31

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 250
medianWage = 81900
lq = 0.04

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 220
medianWage = 48070
lq = 0.03

[[industries.top]]
naics = "238290"
slug = "238290"
title = "Other Building Equipment Contractors"
level = "National industry"
employment = 190
medianWage = 57890
lq = 2.34

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 190
medianWage = 55070
lq = 0.03

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 140
medianWage = 59770
lq = 0.06

[[industries.concentrated]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 11090
lq = 19.57

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 54570
lq = 11.43

[[industries.concentrated]]
naics = "238220"
slug = "238220"
title = "Plumbing, Heating, and Air-Conditioning Contractors"
level = "National industry"
employment = 6370
lq = 9.51

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 18140
lq = 4.23

[[industries.concentrated]]
naics = "238290"
slug = "238290"
title = "Other Building Equipment Contractors"
level = "National industry"
employment = 190
lq = 2.34

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 5970
lq = 1.87

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 430
lq = 0.31

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 660
lq = 0.09

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

[aiOutlook.index]
value = 38
percentile = 36
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 29
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 30
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 55
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.82
percentile = 66
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 = 0.06666666666666667
beta = 0.16666666666666666
gamma = 0.26666666666666666

[aiOutlook.bls]
growthPercent = 10.4
growthPercentile = 93
direction = "Growing fast"
annualOpeningsThousands = 9.4
annualOpeningsPercentile = 62
employment2024Thousands = 85.9
employment2034Thousands = 94.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.6926484
percentile = 29
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 = 0.26666666666666666
percentile = 30
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 = 0.16263993775680374
percentile = 55
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 = "Keep informed of new products and developments."
usagePercent = 0.013865551397031333
importance = 3.79

[[aiOutlook.usageTasks]]
task = "Consult with clients to assess risks and to determine security requirements."
usagePercent = 0.011092441117625067
importance = 4.04

[[aiOutlook.usageTasks]]
task = "Prepare documents, such as invoices or warranties."
usagePercent = 0.004416434889424795
importance = 4.1

[[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 = 2
taskCount = 2
totalSample = 89
autonomyMedian = 4
dominantCollaboration = "directive"
automationShare = 44.94
workUsePercent = 77.53
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 44.94

[[aiPlaybook.useCase]]
label = "work"
percent = 77.53

[[aiPlaybook.delegatedTasks]]
task = "Consult with clients to assess risks and to determine security requirements."
usagePercent = 0.005200650081260158
collaboration = "directive"
autonomyMedian = 4
sampleCount = 52

[[aiPlaybook.delegatedTasks]]
task = "Prepare documents, such as invoices or warranties."
usagePercent = 0.0037004625578197278
collaboration = "directive"
autonomyMedian = 4
sampleCount = 37

[[aiPlaybook.boundaryTasks]]
task = "Consult with clients to assess risks and to determine security requirements."
humanNeededPercent = 100
sampleCount = 52

[[aiPlaybook.boundaryTasks]]
task = "Prepare documents, such as invoices or warranties."
humanNeededPercent = 89.1891891891892
sampleCount = 37

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: consult with clients to assess risks and to determine security requirements. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: prepare documents, such as invoices or warranties. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 16
skills = 38
capabilities = 120
tools = 10
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "8a5b738139c28ba9"

[[tasks]]
text = "Mount and fasten control panels, door and window contacts, sensors, or video cameras, and attach electrical and telephone wiring to connect components."
type = "Core"
iwa = "4.A.3.a.2.t"

[[tasks]]
text = "Install, maintain, or repair security systems, alarm devices, or related equipment, following blueprints of electrical layouts and building plans."
type = "Core"
iwa = "4.A.3.a.2.t"

[[tasks]]
text = "Demonstrate systems for customers and explain details, such as the causes and consequences of false alarms."
type = "Core"
iwa = "4.A.4.a.1.a"

[[tasks]]
text = "Test and repair circuits and sensors, following wiring and system specifications."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Feed cables through access holes, roof spaces, or cavity walls to reach fixture outlets, positioning and terminating cables, wires, or strapping."
type = "Core"
iwa = "4.A.3.a.2.ah"

[[tasks]]
text = "Examine systems to locate problems, such as loose connections or broken insulation."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Test backup batteries, keypad programming, sirens, or other security features to ensure proper functioning or to diagnose malfunctions."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Drill holes for wiring in wall studs, joists, ceilings, or floors."
type = "Core"
iwa = "4.A.3.a.2.ad"

[[tasks]]
text = "Inspect installation sites and study work orders, building plans, and installation manuals to determine materials requirements and installation procedures."
type = "Core"
iwa = "4.A.2.b.1.h"

[[tasks]]
text = "Prepare documents, such as invoices or warranties."
type = "Supplemental"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Consult with clients to assess risks and to determine security requirements."
type = "Core"
iwa = "4.A.4.a.2.j"

[[tasks]]
text = "Mount raceways and conduits and fasten wires to wood framing, using staplers."
type = "Core"
iwa = "4.A.3.a.2.ah"

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

[[activities]]
name = "Install electrical components, equipment, or systems."
iwa = "4.A.3.a.2.t"

[[activities]]
name = "Position equipment using hand tools, power tools, or heavy equipment."
iwa = "4.A.3.a.2.v"

[[activities]]
name = "Repair electrical components."
iwa = "4.A.3.b.5.b"

[[activities]]
name = "Determine types of equipment, tools, or materials needed for jobs."
iwa = "4.A.2.b.1.h"

[[activities]]
name = "Plan work procedures."
iwa = "4.A.2.b.6.b"

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

[[activities]]
name = "Test electrical circuits or components for proper functioning."
iwa = "4.A.1.b.2.l"

[[activities]]
name = "Repair electrical circuits or wiring."
iwa = "4.A.3.b.5.b"

[[activities]]
name = "Drill holes in parts, equipment, or materials."
iwa = "4.A.3.a.2.ad"

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

[[activities]]
name = "Confer with customers or users to assess problems."
iwa = "4.A.4.a.2.j"

[[activities]]
name = "Maintain knowledge of current developments in area of expertise."
iwa = "4.A.2.b.3.a"

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

[[activities]]
name = "Estimate costs for labor or materials."
iwa = "4.A.1.b.3.b"

[[activities]]
name = "Document operational activities."
iwa = "4.A.3.b.6.h"

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

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

[[activities]]
name = "Inspect safety equipment to ensure proper functioning."
iwa = "4.A.1.b.2.g"

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.07

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.7

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.63

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 3.58

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.5

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.38

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

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

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

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

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.38

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 3.31

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.25

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

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

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

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.12

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.11

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.1

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.03

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Windows"
category = "Operating system software"
hot = true
inDemand = false

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

[[tools]]
example = "Exacq Technologies software"
category = "Video creation and editing software"
hot = false
inDemand = false

[[tools]]
example = "Microsoft Hyperterminal"
category = "Platform interconnectivity software"
hot = false
inDemand = false

[[tools]]
example = "Traceroute"
category = "Network monitoring software"
hot = false
inDemand = false

[[workContext]]
name = "Telephone Conversations"
value = 4.98

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

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.74

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.61

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.57

[[workContext]]
name = "Contact With Others"
value = 4.55

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.49

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.39

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.33

[[workContext]]
name = "Spend Time Standing"
value = 4.33

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

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.3

[[workContext]]
name = "E-Mail"
value = 4.13

[[workContext]]
name = "Time Pressure"
value = 4.08

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.07

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

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.92

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.9

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.86

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.8

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

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.75

[[workContext]]
name = "Consequence of Error"
value = 3.61

[[workContext]]
name = "Written Letters and Memos"
value = 3.53

[[workContext]]
name = "Physical Proximity"
value = 3.52

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.49

[[workContext]]
name = "Spend Time Climbing Ladders, Scaffolds, or Poles"
value = 3.46

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.43

[[workContext]]
name = "Level of Competition"
value = 3.38

[[workContext]]
name = "Conflict Situations"
value = 3.14

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.13

[[workContext]]
name = "Exposed to High Places"
value = 3.11

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.05

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.94

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.92

[[workContext]]
name = "Exposed to Contaminants"
value = 2.87

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.79

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.76

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.52

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.42

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.67

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 6.19

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.94

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.8

[[personFit]]
name = "Dependability"
family = "work_style"
value = 4

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 3.97

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 3.43

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.35

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 3

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.5

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.46

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.28

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.1

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

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 1.58

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 1.52

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

[[relatedRoles]]
socCode = "49-2096.00"
slug = "role-49-2096-00"
title = "Electronic Equipment Installers and Repairers, Motor Vehicles"
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 = "49-2022.00"
slug = "role-49-2022-00"
title = "Telecommunications Equipment Installers and Repairers, Except Line Installers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "47-2111.00"
slug = "role-47-2111-00"
title = "Electricians"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "17-3023.00"
slug = "role-17-3023-00"
title = "Electrical and Electronic Engineering Technologists and Technicians"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "13-1199.07"
slug = "role-13-1199-07"
title = "Security Management Specialists"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "49-2091.00"
slug = "role-49-2091-00"
title = "Avionics Technicians"
tier = "Supplemental"

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.82
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.6926484
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.454108
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.6848876
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
