entityType = "role"
schemaVersion = "role.v1"
slug = "role-49-2091-00"
socCode = "49-2091.00"
title = "Avionics Technicians"
summary = "Install, inspect, test, adjust, or repair avionics equipment, such as radar, radio, navigation, and missile control systems in aircraft or space vehicles."
aliases = ["Aviation Electrical Technician", "Avionics Electronics Technician", "Avionics Installer", "Avionics Technician (Avionics Tech)", "Aircraft Electrical Systems Specialist", "Aircraft Technician", "Aviation Electronics Technician", "Avionics Systems Integration Specialist", "Electronic Technician", "Aircraft Armament Mechanic", "Aircraft Avionics Tech (Aircraft Avionics Technician)", "Aircraft Electrician"]

[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 = 49.95

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 18.2

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 16.31

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 12.21

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 3.33

[educationLevel]
category = "Postsecondary nondegree award"
slug = "postsecondary-nondegree-award"

[market]
medianWage = 81390
meanWage = 82350
pct10Wage = 49770
pct25Wage = 65170
pct75Wage = 98990
pct90Wage = 113580
employment = 20900
areaTitle = "U.S."

[industries]
count = 10

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 9030
medianWage = 87640
lq = 5.22

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 7530
medianWage = 75070
lq = 7.52

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1970
medianWage = 83360
lq = 1.35

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 1560
medianWage = 83360
lq = 9.95

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 290
medianWage = 61260
lq = 0.24

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 270
medianWage = 61260
lq = 0.75

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 210
medianWage = 102990
lq = 0.55

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 200
medianWage = 85780
lq = 0.33

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 190
medianWage = 69470
lq = 0.1

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 120
medianWage = 58680
lq = 0.15

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 1560
lq = 9.95

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 7530
lq = 7.52

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 9030
lq = 5.22

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1970
lq = 1.35

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 270
lq = 0.75

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 210
lq = 0.55

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 200
lq = 0.33

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 290
lq = 0.24

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

[aiOutlook.index]
value = 42
percentile = 40
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 44
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 36
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 46
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.7
percentile = 58
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 = 0.12
beta = 0.24
gamma = 0.36

[aiOutlook.bls]
growthPercent = 8.2
growthPercentile = 88
direction = "Growing fast"
annualOpeningsThousands = 1.8
annualOpeningsPercentile = 26
employment2024Thousands = 21.4
employment2034Thousands = 23.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.1728535
percentile = 44
band = "Moderate"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.36
percentile = 36
band = "Moderate"
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 = 0.1404533169551093
percentile = 46
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 = "Adjust, repair, or replace malfunctioning components or assemblies, using hand tools or soldering irons."
usagePercent = 0.004108311525046321
importance = 4.42

[[aiOutlook.usageTasks]]
task = "Test and troubleshoot instruments, components, and assemblies, using circuit testers, oscilloscopes, or voltmeters."
usagePercent = 0.003697480372541689
importance = 4.51

[[aiOutlook.usageTasks]]
task = "Interpret flight test data to diagnose malfunctions and systemic performance problems."
usagePercent = 0.0020541557625231607
importance = 4.08

[[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 = 13
skills = 39
capabilities = 120
tools = 19
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "cfe34c04e8c83a44"

[[tasks]]
text = "Test and troubleshoot instruments, components, and assemblies, using circuit testers, oscilloscopes, or voltmeters."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Keep records of maintenance and repair work."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Adjust, repair, or replace malfunctioning components or assemblies, using hand tools or soldering irons."
type = "Core"
iwa = "4.A.3.a.2.d"

[[tasks]]
text = "Install electrical and electronic components, assemblies, and systems in aircraft, using hand tools, power tools, or soldering irons."
type = "Core"
iwa = "4.A.3.a.2.t"

[[tasks]]
text = "Set up and operate ground support and test equipment to perform functional flight tests of electrical and electronic systems."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Assemble components such as switches, electrical controls, and junction boxes, using hand tools or soldering irons."
type = "Core"
iwa = "4.A.3.a.2.d"

[[tasks]]
text = "Connect components to assemblies such as radio systems, instruments, magnetos, inverters, and in-flight refueling systems, using hand tools and soldering irons."
type = "Core"
iwa = "4.A.3.a.2.t"

[[tasks]]
text = "Lay out installation of aircraft assemblies and systems, following documentation such as blueprints, manuals, and wiring diagrams."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Interpret flight test data to diagnose malfunctions and systemic performance problems."
type = "Core"
iwa = "4.A.2.a.4.l"

[[tasks]]
text = "Coordinate work with that of engineers, technicians, and other aircraft maintenance personnel."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Fabricate parts and test aids as required."
type = "Core"
iwa = "4.A.3.a.2.aa"

[[tasks]]
text = "Assemble prototypes or models of circuits, instruments, and systems for use in testing."
type = "Core"
iwa = "4.A.3.a.2.d"

[[emergingTasks]]
text = "Perform installation, testing, adjustment, and repair of avionics equipment in uncrewed aerial vehicles, such as drones."

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

[[activities]]
name = "Troubleshoot equipment or systems operation problems."
iwa = "4.A.2.b.1.b"

[[activities]]
name = "Maintain repair or maintenance records."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Confer with coworkers to coordinate work activities."
iwa = "4.A.4.a.2.c"

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

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

[[activities]]
name = "Install machine or equipment replacement parts."
iwa = "4.A.3.a.2.d"

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

[[activities]]
name = "Repair worn, damaged, or defective mechanical parts."
iwa = "4.A.3.b.4.c"

[[activities]]
name = "Assemble electrical components, subsystems, or systems."
iwa = "4.A.3.a.2.d"

[[activities]]
name = "Fabricate parts or components."
iwa = "4.A.3.a.2.aa"

[[activities]]
name = "Lay out work according to specifications."
iwa = "4.A.3.a.2.ao"

[[activities]]
name = "Develop equipment or component configurations."
iwa = "4.A.3.b.2.c"

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.37

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 4.22

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.2

[[capabilities]]
name = "Equipment Maintenance"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Troubleshooting"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Repairing"
family = "transferable_skill"
value = 3.88

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

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.76

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.75

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.75

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

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

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

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

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.5

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

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 3.44

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.42

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.4

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.38

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

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

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.25

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

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

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

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.15

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

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

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

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

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.11

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Apache HTTP Server"
type = "Specialized Skill"

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

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

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

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

[[skills]]
name = "Presentation Software"
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 = "C++"
category = "Object or component oriented development software"
hot = true
inDemand = false

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

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

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

[[tools]]
example = "Apache HTTP Server"
category = "Portal server software"
hot = false
inDemand = false

[[tools]]
example = "Avionics system testing software"
category = "Analytical or scientific software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Maintenance record software"
category = "Facilities management software"
hot = false
inDemand = false

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

[[tools]]
example = "Technical Data Management System TDMS"
category = "Document management software"
hot = false
inDemand = false

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.58

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

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.42

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.22

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.15

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.1

[[workContext]]
name = "Contact With Others"
value = 4.08

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.07

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

[[workContext]]
name = "E-Mail"
value = 3.92

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.84

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.82

[[workContext]]
name = "Telephone Conversations"
value = 3.75

[[workContext]]
name = "Frequency of Decision Making"
value = 3.75

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.73

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

[[workContext]]
name = "Physical Proximity"
value = 3.63

[[workContext]]
name = "Consequence of Error"
value = 3.59

[[workContext]]
name = "Exposed to Contaminants"
value = 3.57

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.52

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.39

[[workContext]]
name = "Level of Competition"
value = 3.39

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.2

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.13

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.11

[[workContext]]
name = "Spend Time Standing"
value = 3.11

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.02

[[workContext]]
name = "Conflict Situations"
value = 3.01

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.98

[[workContext]]
name = "Spend Time Sitting"
value = 2.98

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.96

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.88

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.85

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.85

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.69

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.68

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.65

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.59

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.51

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.51

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 7

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 6.69

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 6.33

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.41

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.31

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

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 3.38

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

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

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.58

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.44

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

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 2.04

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 1.87

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 1.82

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 1.77

[[relatedRoles]]
socCode = "17-3021.00"
slug = "role-17-3021-00"
title = "Aerospace Engineering and Operations Technologists and Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-3011.00"
slug = "role-49-3011-00"
title = "Aircraft Mechanics and Service Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-3024.00"
slug = "role-17-3024-00"
title = "Electro-Mechanical and Mechatronics Technologists and Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-2011.00"
slug = "role-51-2011-00"
title = "Aircraft Structure, Surfaces, Rigging, and Systems Assemblers"
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 = "49-2093.00"
slug = "role-49-2093-00"
title = "Electrical and Electronics Installers and Repairers, Transportation Equipment"
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 = "17-3024.01"
slug = "role-17-3024-01"
title = "Robotics Technicians"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "51-2023.00"
slug = "role-51-2023-00"
title = "Electromechanical Equipment Assemblers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-2011.00"
slug = "role-17-2011-00"
title = "Aerospace Engineers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "51-2031.00"
slug = "role-51-2031-00"
title = "Engine and Other Machine Assemblers"
tier = "Supplemental"

[[careerClusters]]
cluster = "Supply Chain & Transportation"
slug = "supply-chain-transportation"

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.7
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.1728535
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.1728086
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.2635513
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
