entityType = "role"
schemaVersion = "role.v1"
slug = "role-17-3012-00"
socCode = "17-3012.00"
title = "Electrical and Electronics Drafters"
summary = "Prepare wiring diagrams, circuit board assembly diagrams, and layout drawings used for the manufacture, installation, or repair of electrical equipment."
aliases = ["Computer-Aided Design Operator", "Drafter", "Electrical Designer", "Staking Technician (Staking Tech)", "Designer", "Drafting Technician (Drafting Tech)", "Electrical Drafter", "Layout Designer", "Printed Circuit Board Designer (PCB Designer)", "Staking Engineer", "Analog Design Engineer", "Analog Integrated Circuits Design Engineer (Analog IC Design Engineer)"]
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 = "Bachelor's Degree"
percentage = 40.08

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 23.56

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 21.07

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 6.74

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 6.1

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 2.46

[educationLevel]
category = "Associate's degree"
slug = "associate-s-degree"

[market]
medianWage = 73720
meanWage = 77960
pct10Wage = 48680
pct25Wage = 58800
pct75Wage = 91780
pct90Wage = 110180
employment = 20020
areaTitle = "U.S."

[industries]
count = 15

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 6690
medianWage = 74840
lq = 4.78

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 5340
medianWage = 74830
lq = 35.57

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 4330
medianWage = 68580
lq = 2.61

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 3850
medianWage = 69780
lq = 3.65

[[industries.top]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 3000
medianWage = 72400
lq = 21.55

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 2600
medianWage = 90820
lq = 34.56

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 800
medianWage = 61640
lq = 0.68

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 540
medianWage = 60330
lq = 0.69

[[industries.top]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 460
medianWage = 95550
lq = 49.69

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 450
medianWage = 65380
lq = 1.19

[[industries.top]]
naics = "238220"
slug = "238220"
title = "Plumbing, Heating, and Air-Conditioning Contractors"
level = "National industry"
employment = 340
medianWage = 75080
lq = 2.07

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 330
medianWage = 64020
lq = 0.96

[[industries.concentrated]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 460
lq = 49.69

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 5340
lq = 35.57

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 2600
lq = 34.56

[[industries.concentrated]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
employment = 3000
lq = 21.55

[[industries.concentrated]]
naics = "237130"
slug = "237130"
title = "Power and Communication Line and Related Structures Construction"
level = "National industry"
employment = 280
lq = 9.21

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 6690
lq = 4.78

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 3850
lq = 3.65

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 4330
lq = 2.61

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

[aiOutlook.index]
value = 82
percentile = 87
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 70
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 87
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 90
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.81
percentile = 65
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 = 0.19148936170212766
beta = 0.5744680851063829
gamma = 0.9574468085106382

[aiOutlook.bls]
growthPercent = -5.6
growthPercentile = 11
direction = "Declining"
annualOpeningsThousands = 1.7
annualOpeningsPercentile = 25
employment2024Thousands = 21.6
employment2034Thousands = 20.4

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.910166
percentile = 70
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 = 0.9574468085106382
percentile = 87
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 = 0.30841211212950026
percentile = 90
band = "High"
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 = "Review completed construction drawings and cost estimates for accuracy and conformity to standards and regulations."
usagePercent = 0.009654532083858854
importance = 4.26

[[aiOutlook.usageTasks]]
task = "Key and program specified commands and engineering specifications into computer system to change functions and test final layout."
usagePercent = 0.006470590651947956
importance = 3.6

[[aiOutlook.usageTasks]]
task = "Study work order requests to determine type of service, such as lighting or power, demanded by installation."
usagePercent = 0.004108311525046321
importance = 3.8

[[aiOutlook.usageTasks]]
task = "Write technical reports and draw charts that display statistics and data."
usagePercent = 0.0015406168218923706
importance = 2.89

[[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 = 30
skills = 52
capabilities = 120
tools = 75
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "93be8444d6845098"

[[tasks]]
text = "Draft detail and assembly drawings of design components, circuitry or printed circuit boards, using computer-assisted equipment or standard drafting techniques and devices."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Draft working drawings, wiring diagrams, wiring connection specifications, or cross-sections of underground cables, as required for instructions to installation crew."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Assemble documentation packages and produce drawing sets to be checked by an engineer or an architect."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Review completed construction drawings and cost estimates for accuracy and conformity to standards and regulations."
type = "Core"
iwa = "4.A.2.a.4.e"

[[tasks]]
text = "Consult with engineers to discuss or interpret design concepts, or determine requirements of detailed working drawings."
type = "Core"
iwa = "4.A.4.a.2.h"

[[tasks]]
text = "Confer with engineering staff and other personnel to resolve problems."
type = "Core"
iwa = "4.A.4.b.1.a"

[[tasks]]
text = "Measure factors that affect installation and arrangement of equipment, such as distances to be spanned by wire and cable."
type = "Core"
iwa = "4.A.1.a.1.f"

[[tasks]]
text = "Design electrical systems, such as lighting systems."
type = "Core"
iwa = "4.A.3.b.2.e"

[[tasks]]
text = "Draw master sketches to scale showing relation of proposed installations to existing facilities and exact specifications and dimensions."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Review work orders or procedural manuals and confer with vendors or design staff to resolve problems or modify design."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Locate files relating to specified design project in database library, load program into computer, and record completed job data."
type = "Core"
iwa = "4.A.3.b.1.e"

[[tasks]]
text = "Examine electronic schematics and supporting documents to develop, compute, and verify specifications for drafting data, such as configuration of parts, dimensions, or tolerances."
type = "Core"
iwa = "4.A.1.a.1.b"

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

[[activities]]
name = "Document technical design details."
iwa = "4.A.3.b.6.i"

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

[[activities]]
name = "Evaluate designs or specifications to ensure quality."
iwa = "4.A.2.a.4.e"

[[activities]]
name = "Review technical documents to plan work."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Confer with other personnel to resolve design or operational problems."
iwa = "4.A.4.b.1.a"

[[activities]]
name = "Create schematic drawings for electronics."
iwa = "4.A.2.b.2.o"

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

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

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

[[activities]]
name = "Explain engineering drawings, specifications, or other technical information."
iwa = "4.A.4.a.1.a"

[[activities]]
name = "Operate digital imaging equipment."
iwa = "4.A.3.b.1.f"

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

[[activities]]
name = "Verify mathematical calculations."
iwa = "4.A.2.a.2.a"

[[activities]]
name = "Prepare detailed work plans."
iwa = "4.A.2.b.6.b"

[[activities]]
name = "Select tools, equipment, or technologies for use in operations or projects."
iwa = "4.A.2.b.1.j"

[[activities]]
name = "Prepare technical reports for internal use."
iwa = "4.A.3.b.6.c"

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

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

[[capabilities]]
name = "Design"
family = "knowledge"
value = 4.38

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 4.26

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.18

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.93

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

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.62

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

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.62

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.59

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.51

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.5

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.38

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

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

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.25

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

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

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

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.2

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.15

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Geography"
family = "knowledge"
value = 3.11

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

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

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

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.93

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Adobe Illustrator"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Sage ERP Accpac"
type = "Specialized Skill"

[[skills]]
name = "PTC Windchill"
type = "Specialized Skill"

[[skills]]
name = "PTC Creo Parametric"
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 = "Bentley MicroStation"
category = "Computer aided design CAD 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 Outlook"
category = "Electronic mail software"
hot = true
inDemand = true

[[tools]]
example = "Adobe Illustrator"
category = "Graphics or photo imaging 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 = "Linux"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Access"
category = "Data base user interface and query 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 SharePoint"
category = "Document management software"
hot = true
inDemand = false

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

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

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

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

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

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

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

[[tools]]
example = "1CadCam Unigraphics"
category = "Computer aided manufacturing CAM software"
hot = false
inDemand = false

[[tools]]
example = "Aveva Group Plant Design Management System PDMS"
category = "Computer aided design CAD software"
hot = false
inDemand = false

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

[[tools]]
example = "Bentley I/RAS B"
category = "Computer aided design CAD software"
hot = false
inDemand = false

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

[[tools]]
example = "Bentley Systems ProjectWise"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Bowen & Groves M1 ERP"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "Cadence OrCAD software"
category = "Computer aided design CAD software"
hot = false
inDemand = false

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

[[tools]]
example = "Cadence Virtuoso Layout Suite"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "COADE CADWorx P&ID"
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 = "Corel CorelDraw Graphics Suite"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

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

[[tools]]
example = "Design specification database software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "ECT International Raceway Multi-Pack"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[workContext]]
name = "E-Mail"
value = 4.89

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.62

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.59

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.44

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.35

[[workContext]]
name = "Spend Time Sitting"
value = 4.3

[[workContext]]
name = "Telephone Conversations"
value = 4.23

[[workContext]]
name = "Time Pressure"
value = 4.18

[[workContext]]
name = "Contact With Others"
value = 4.15

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.7

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.69

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.5

[[workContext]]
name = "Frequency of Decision Making"
value = 3.43

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.33

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.17

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.15

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.15

[[workContext]]
name = "Consequence of Error"
value = 3

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.98

[[workContext]]
name = "Physical Proximity"
value = 2.97

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.95

[[workContext]]
name = "Conflict Situations"
value = 2.92

[[workContext]]
name = "Level of Competition"
value = 2.92

[[workContext]]
name = "Written Letters and Memos"
value = 2.87

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.69

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.57

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.54

[[workContext]]
name = "Degree of Automation"
value = 2.49

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.33

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.15

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.11

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2

[[workContext]]
name = "Exposed to Contaminants"
value = 1.99

[[workContext]]
name = "Public Speaking"
value = 1.98

[[workContext]]
name = "Spend Time Standing"
value = 1.97

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.96

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.9

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.76

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.69

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 1.62

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 5.77

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.62

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.53

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 3.87

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.44

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 3.26

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 3.06

[[personFit]]
name = "Dependability"
family = "work_style"
value = 3

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.67

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.61

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.14

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 2.09

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.92

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.9

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 1.7

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 1.58

[[relatedRoles]]
socCode = "17-3013.00"
slug = "role-17-3013-00"
title = "Mechanical Drafters"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-3011.00"
slug = "role-17-3011-00"
title = "Architectural and Civil Drafters"
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 = "17-2072.00"
slug = "role-17-2072-00"
title = "Electronics Engineers, Except Computer"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "17-2071.00"
slug = "role-17-2071-00"
title = "Electrical Engineers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-3022.00"
slug = "role-17-3022-00"
title = "Civil Engineering Technologists and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-3028.00"
slug = "role-17-3028-00"
title = "Calibration Technologists and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9162.00"
slug = "role-51-9162-00"
title = "Computer Numerically Controlled Tool Programmers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-1021.00"
slug = "role-27-1021-00"
title = "Commercial and Industrial Designers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-2061.00"
slug = "role-17-2061-00"
title = "Computer Hardware Engineers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "17-2141.00"
slug = "role-17-2141-00"
title = "Mechanical Engineers"
tier = "Supplemental"

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

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

[[studyPrograms]]
title = "Engineering/Engineering-Related Technologies/Technicians"
slug = "engineering-engineering-related-technologies-technicians"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.81
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.910166
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.558872
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.675525
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
