entityType = "role"
schemaVersion = "role.v1"
slug = "role-17-2071-00"
socCode = "17-2071.00"
title = "Electrical Engineers"
summary = "Research, design, develop, test, or supervise the manufacturing and installation of electrical equipment, components, or systems for commercial, industrial, military, or scientific use."
aliases = ["Design Engineer", "Electrical Design Engineer", "Electrical Engineer", "Project Engineer", "Circuits Engineer", "Electrical Controls Engineer", "Electrical Project Engineer", "Engineer", "Instrumentation and Electrical Reliability Engineer (I&E Reliability Engineer)", "Test Engineer", "Automation Engineer", "Cable Engineer"]
emergingTasks = []

[preparation]
jobZone = "4"
jobZoneName = "Job Zone Four: Considerable Preparation Needed"
education = "Most of these occupations require a four-year bachelor's degree, but some do not."
experience = "A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified."
svpRange = "(7.0 to < 8.0)"

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 81.62

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 11.04

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 7.34

[educationLevel]
category = "Bachelor's degree"
slug = "bachelor-s-degree"

[market]
medianWage = 111910
meanWage = 120980
pct10Wage = 74670
pct25Wage = 87590
pct75Wage = 141630
pct90Wage = 175460
employment = 188790
areaTitle = "U.S."

[industries]
count = 28

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 63300
medianWage = 112190
lq = 4.8

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 57830
medianWage = 109370
lq = 3.7

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 40300
medianWage = 103450
lq = 28.47

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 22220
medianWage = 118170
lq = 31.32

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 9330
medianWage = 121790
lq = 2.71

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 8400
medianWage = 97460
lq = 0.84

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 6240
medianWage = 114130
lq = 0.84

[[industries.top]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 5570
medianWage = 96390
lq = 4.24

[[industries.top]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 4380
medianWage = 123210
lq = 50.18

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 3580
medianWage = 164760
lq = 1.01

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3400
medianWage = 114400
lq = 0.31

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 2130
medianWage = 115420
lq = 0.66

[[industries.concentrated]]
naics = "221111"
slug = "221111"
title = "Hydroelectric Power Generation"
level = "National industry"
employment = 440
lq = 52.54

[[industries.concentrated]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 4380
lq = 50.18

[[industries.concentrated]]
naics = "221118"
slug = "221118"
title = "Other Electric Power Generation"
level = "National industry"
employment = 160
lq = 37.44

[[industries.concentrated]]
naics = "221113"
slug = "221113"
title = "Nuclear Electric Power Generation"
level = "National industry"
employment = 1690
lq = 37.16

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 22220
lq = 31.32

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 40300
lq = 28.47

[[industries.concentrated]]
naics = "221114"
slug = "221114"
title = "Solar Electric Power Generation"
level = "National industry"
employment = 380
lq = 22.25

[[industries.concentrated]]
naics = "221115"
slug = "221115"
title = "Wind Electric Power Generation"
level = "National industry"
employment = 200
lq = 16.45

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

[aiOutlook.index]
value = 61
percentile = 60
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 79
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 70
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 = 0.1
percentile = 29
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 = 0.28125
beta = 0.5625
gamma = 0.84375

[aiOutlook.bls]
growthPercent = 7.2
growthPercentile = 86
direction = "Growing fast"
annualOpeningsThousands = 11.7
annualOpeningsPercentile = 66
employment2024Thousands = 192
employment2034Thousands = 205.7

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.126725
percentile = 79
band = "High"
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 = 0.84375
percentile = 70
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 = 0.11016834010953472
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 = "Integrate electrical systems with renewable energy systems to improve overall efficiency."
usagePercent = 0.029374427404081197
importance = 3.24

[[aiOutlook.usageTasks]]
task = "Estimate labor, material, or construction costs for budget preparation purposes."
usagePercent = 0.010270778812615804
importance = 3.57

[[aiOutlook.usageTasks]]
task = "Conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems."
usagePercent = 0.009962655448237328
importance = 3.21

[[aiOutlook.usageTasks]]
task = "Investigate customer or public complaints to determine the nature and extent of problems."
usagePercent = 0.006367882863821797
importance = 3.65

[[aiOutlook.usageTasks]]
task = "Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems."
usagePercent = 0.005957051711317166
importance = 3.69

[[aiOutlook.usageTasks]]
task = "Operate computer-assisted engineering or design software or equipment to perform engineering tasks."
usagePercent = 0.004313727101298638
importance = 3.83

[[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 = 7
taskCount = 8
totalSample = 603
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 24.91
augmentationShare = 45.19
workUsePercent = 47.94
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 25.43

[[aiPlaybook.collaboration]]
label = "directive"
percent = 24.91

[[aiPlaybook.collaboration]]
label = "learning"
percent = 19.76

[[aiPlaybook.useCase]]
label = "work"
percent = 47.94

[[aiPlaybook.useCase]]
label = "personal"
percent = 34.36

[[aiPlaybook.useCase]]
label = "coursework"
percent = 8.42

[[aiPlaybook.delegatedTasks]]
task = "Estimate labor, material, or construction costs for budget preparation purposes."
usagePercent = 0.020502562820352545
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 205

[[aiPlaybook.delegatedTasks]]
task = "Investigate customer or public complaints to determine the nature and extent of problems."
usagePercent = 0.011201400175021877
collaboration = "directive"
autonomyMedian = 3
sampleCount = 112

[[aiPlaybook.delegatedTasks]]
task = "Integrate electrical systems with renewable energy systems to improve overall efficiency."
usagePercent = 0.008001000125015627
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 80

[[aiPlaybook.delegatedTasks]]
task = "Conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems."
usagePercent = 0.006900862607825978
collaboration = "directive"
autonomyMedian = 4
sampleCount = 69

[[aiPlaybook.delegatedTasks]]
task = "Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems."
usagePercent = 0.005000625078134767
collaboration = "directive"
autonomyMedian = 3
sampleCount = 50

[[aiPlaybook.delegatedTasks]]
task = "Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements."
usagePercent = 0.003500437554694337
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 35

[[aiPlaybook.delegatedTasks]]
task = "Develop systems that produce electricity using renewable energy sources, such as wind, solar, or biofuels."
usagePercent = 0.0031003875484435553
autonomyMedian = 4
sampleCount = 31

[[aiPlaybook.boundaryTasks]]
task = "Investigate customer or public complaints to determine the nature and extent of problems."
humanNeededPercent = 96.42857142857143
sampleCount = 112

[[aiPlaybook.boundaryTasks]]
task = "Estimate labor, material, or construction costs for budget preparation purposes."
humanNeededPercent = 94.6341463414634
sampleCount = 205

[[aiPlaybook.boundaryTasks]]
task = "Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems."
humanNeededPercent = 94
sampleCount = 50

[[aiPlaybook.boundaryTasks]]
task = "Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements."
humanNeededPercent = 88.57142857142857
sampleCount = 35

[[aiPlaybook.boundaryTasks]]
task = "Conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems."
humanNeededPercent = 86.95652173913044
sampleCount = 69

[[aiPlaybook.boundaryTasks]]
task = "Integrate electrical systems with renewable energy systems to improve overall efficiency."
humanNeededPercent = 77.5
sampleCount = 80

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: estimate labor, material, or construction costs for budget preparation purposes. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: investigate customer or public complaints to determine the nature and extent of problems. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: integrate electrical systems with renewable energy systems to improve overall efficiency. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 22
skills = 54
capabilities = 120
tools = 120
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "d6b3aa2bc1071fc7"

[[tasks]]
text = "Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes."
type = "Core"
iwa = "4.A.3.b.2.b"

[[tasks]]
text = "Oversee project production efforts to assure projects are completed on time and within budget."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements."
type = "Core"
iwa = "4.A.4.b.4.i"

[[tasks]]
text = "Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications."
type = "Core"
iwa = "4.A.2.b.1.h"

[[tasks]]
text = "Operate computer-assisted engineering or design software or equipment to perform engineering tasks."
type = "Core"
iwa = "4.A.3.b.1.e"

[[tasks]]
text = "Confer with engineers, customers, or others to discuss existing or potential engineering projects or products."
type = "Core"
iwa = "4.A.4.a.2.h"

[[tasks]]
text = "Investigate or test vendors' or competitors' products."
type = "Core"
iwa = "4.A.1.b.2.c"

[[tasks]]
text = "Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems."
type = "Supplemental"
iwa = "4.A.1.a.1.f"

[[tasks]]
text = "Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards."
type = "Core"
iwa = "4.A.1.a.2.b"

[[tasks]]
text = "Develop systems that produce electricity with renewable energy sources, such as wind, solar, or biofuels."
type = "Supplemental"
iwa = "4.A.2.b.2.m"

[[tasks]]
text = "Investigate customer or public complaints to determine the nature and extent of problems."
type = "Core"
iwa = "4.A.1.a.1.v"

[[tasks]]
text = "Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements."
type = "Core"
iwa = "4.A.2.b.2.o"

[[activities]]
name = "Confer with technical personnel to prepare designs or operational plans."
iwa = "4.A.4.a.2.h"

[[activities]]
name = "Discuss designs or plans with clients."
iwa = "4.A.4.a.2.j"

[[activities]]
name = "Design structures or facilities."
iwa = "4.A.3.b.2.b"

[[activities]]
name = "Design electrical equipment or systems."
iwa = "4.A.3.b.2.e"

[[activities]]
name = "Maintain electronic equipment."
iwa = "4.A.3.b.5.c"

[[activities]]
name = "Operate computer systems."
iwa = "4.A.3.b.1.e"

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

[[activities]]
name = "Direct installation activities."
iwa = "4.A.4.b.4.i"

[[activities]]
name = "Direct equipment maintenance or repair activities."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Estimate technical or resource requirements for development or production projects."
iwa = "4.A.2.b.1.h"

[[activities]]
name = "Devise research or testing protocols."
iwa = "4.A.2.b.2.s"

[[activities]]
name = "Train personnel on proper operational procedures."
iwa = "4.A.4.b.3.d"

[[activities]]
name = "Supervise engineering or other technical personnel."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Test products for functionality or quality."
iwa = "4.A.1.b.2.c"

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

[[activities]]
name = "Create electrical schematics."
iwa = "4.A.2.b.2.o"

[[activities]]
name = "Prepare operational reports."
iwa = "4.A.3.b.6.o"

[[activities]]
name = "Collect data about project sites."
iwa = "4.A.1.a.1.f"

[[activities]]
name = "Monitor the productivity or efficiency of industrial operations."
iwa = "4.A.1.a.2.b"

[[activities]]
name = "Survey land or bodies of water to measure or determine features."
iwa = "4.A.1.b.3.d"

[[activities]]
name = "Design energy-efficient equipment or systems."
iwa = "4.A.2.b.2.m"

[[activities]]
name = "Design alternative energy systems."
iwa = "4.A.2.b.2.m"

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

[[activities]]
name = "Prepare project budgets."
iwa = "4.A.4.b.4.h"

[[activities]]
name = "Investigate system, equipment, or product failures."
iwa = "4.A.1.a.1.v"

[[activities]]
name = "Inspect operational processes."
iwa = "4.A.1.a.2.b"

[[activities]]
name = "Develop software or computer applications."
iwa = "4.A.2.b.2.b"

[[activities]]
name = "Develop software or applications for scientific or technical use."
iwa = "4.A.2.b.2.b"

[[activities]]
name = "Design control systems for mechanical or other equipment."
iwa = "4.A.3.b.2.c"

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 4.74

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.67

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 4.12

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 4.12

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 4.12

[[capabilities]]
name = "Design"
family = "knowledge"
value = 4.11

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 4

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.88

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.88

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.77

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.72

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Mathematical Reasoning"
family = "ability"
value = 3.5

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

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 3.38

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.25

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

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.25

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.19

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.18

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Shell Script"
type = "Specialized Skill"

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

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

[[skills]]
name = "Microsoft Visual Studio"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "PTC Creo Parametric"
type = "Specialized Skill"

[[skills]]
name = "OrCAD Capture"
type = "Specialized Skill"

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

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

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

[[tools]]
example = "C++"
category = "Object or component oriented development software"
hot = true
inDemand = true

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

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

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

[[tools]]
example = "Python"
category = "Object or component oriented development software"
hot = true
inDemand = true

[[tools]]
example = "The MathWorks MATLAB"
category = "Analytical or scientific software"
hot = true
inDemand = true

[[tools]]
example = "Apache Subversion SVN"
category = "File versioning software"
hot = true
inDemand = false

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

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

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

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

[[tools]]
example = "C#"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "Dassault Systemes SolidWorks"
category = "Computer aided design CAD software"
hot = true
inDemand = false

[[tools]]
example = "Eclipse IDE"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "ESRI ArcGIS software"
category = "Geographic information system"
hot = true
inDemand = false

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

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

[[tools]]
example = "Microsoft SQL Server"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visio"
category = "Process mapping and design software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visual Basic"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visual Basic for Applications VBA"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visual Studio"
category = "Development environment software"
hot = true
inDemand = false

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

[[tools]]
example = "Microsoft Windows Server"
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 = "Perl"
category = "Object or component oriented development software"
hot = true
inDemand = false

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

[[tools]]
example = "Shell script"
category = "Operating system software"
hot = true
inDemand = false

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

[[tools]]
example = "ETAP"
category = "Geographic information system"
hot = false
inDemand = true

[[tools]]
example = "SKM Systems Analysis Power Tools"
category = "Analytical or scientific software"
hot = false
inDemand = true

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

[[tools]]
example = "Advanced boolean expression language ABEL"
category = "Development environment software"
hot = false
inDemand = false

[[tools]]
example = "Altera hardware description language AHDL"
category = "Development environment software"
hot = false
inDemand = false

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

[[tools]]
example = "ATD protocol"
category = "WAN switching software and firmware"
hot = false
inDemand = false

[[tools]]
example = "Automated material handling software"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[workContext]]
name = "E-Mail"
value = 4.87

[[workContext]]
name = "Telephone Conversations"
value = 4.8

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.7

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.7

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.59

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.54

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.47

[[workContext]]
name = "Contact With Others"
value = 4.34

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.3

[[workContext]]
name = "Frequency of Decision Making"
value = 4.14

[[workContext]]
name = "Spend Time Sitting"
value = 4.06

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4

[[workContext]]
name = "Time Pressure"
value = 3.92

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.78

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.74

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.68

[[workContext]]
name = "Level of Competition"
value = 3.33

[[workContext]]
name = "Conflict Situations"
value = 3.23

[[workContext]]
name = "Physical Proximity"
value = 3.21

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.2

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.11

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.1

[[workContext]]
name = "Consequence of Error"
value = 3.03

[[workContext]]
name = "Written Letters and Memos"
value = 2.98

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.96

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.94

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.71

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.59

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.43

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.39

[[workContext]]
name = "Spend Time Standing"
value = 2.38

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.33

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.31

[[workContext]]
name = "Public Speaking"
value = 2.26

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.24

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.21

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.2

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.18

[[workContext]]
name = "Degree of Automation"
value = 2.18

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.01

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 6.6

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.02

[[personFit]]
name = "Dependability"
family = "work_style"
value = 6

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 5.72

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.45

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 5

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.43

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 4.41

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

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 3.85

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 3

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.97

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.73

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.44

[[personFit]]
name = "Innovation"
family = "work_style"
value = 2.3

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.12

[[relatedRoles]]
socCode = "17-2072.00"
slug = "role-17-2072-00"
title = "Electronics Engineers, Except Computer"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "17-2141.00"
slug = "role-17-2141-00"
title = "Mechanical Engineers"
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 = "17-3027.00"
slug = "role-17-3027-00"
title = "Mechanical Engineering Technologists and Technicians"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "17-2199.05"
slug = "role-17-2199-05"
title = "Mechatronics Engineers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-2112.00"
slug = "role-17-2112-00"
title = "Industrial Engineers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "17-2199.06"
slug = "role-17-2199-06"
title = "Microsystems Engineers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "49-2093.00"
slug = "role-49-2093-00"
title = "Electrical and Electronics Installers and Repairers, Transportation Equipment"
tier = "Supplemental"

[[careerClusters]]
cluster = "Advanced Manufacturing"
slug = "advanced-manufacturing"

[[studyPrograms]]
title = "Engineering"
slug = "engineering"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.1
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.126725
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.509961
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.901124
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
