entityType = "role"
schemaVersion = "role.v1"
slug = "role-49-3011-00"
socCode = "49-3011.00"
title = "Aircraft Mechanics and Service Technicians"
summary = "Diagnose, adjust, repair, or overhaul aircraft engines and assemblies, such as hydraulic and pneumatic systems."
aliases = ["Aircraft Maintenance Technician (Aircraft Maintenance Tech)", "Aircraft Mechanic", "Aircraft Technician (Aircraft Tech)", "Airframe and Powerplant Mechanic (A and P Mechanic)", "Aircraft Maintainer", "Aircraft Restorer", "Aircraft Service Technician (Aircraft Service Tech)", "Aviation Maintenance Technician (AMT)", "Aviation Mechanic", "Helicopter Mechanic", "Aerospace Propulsion Jet Engine Mechanic", "Aircraft AC Mechanic (Aircraft Air Conditioning Mechanic)"]
emergingTasks = []

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 66.17

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 15.06

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 10.02

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 8.12

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 0.63

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

[market]
medianWage = 78680
meanWage = 80780
pct10Wage = 47790
pct25Wage = 61920
pct75Wage = 95050
pct90Wage = 120080
employment = 136390
areaTitle = "U.S."

[industries]
count = 20

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 84710
medianWage = 79040
lq = 12.96

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 23210
medianWage = 82610
lq = 2.06

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 3270
medianWage = 82940
lq = 0.34

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3270
medianWage = 59850
lq = 0.41

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 2520
medianWage = 61810
lq = 0.21

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 2000
medianWage = 52000
lq = 0.85

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1800
medianWage = 84050
lq = 0.09

[[industries.top]]
naics = "621910"
slug = "621910"
title = "Ambulance Services"
level = "National industry"
employment = 1670
medianWage = 84280
lq = 11.49

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 1470
medianWage = 81570
lq = 1.44

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1290
medianWage = 55010
lq = 0.24

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 650
medianWage = 116120
lq = 0.26

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 650
medianWage = 69370
lq = 0.17

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 84710
lq = 12.96

[[industries.concentrated]]
naics = "621910"
slug = "621910"
title = "Ambulance Services"
level = "National industry"
employment = 1670
lq = 11.49

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 23210
lq = 2.06

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 1470
lq = 1.44

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 2000
lq = 0.85

[[industries.concentrated]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 170
lq = 0.45

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3270
lq = 0.41

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 3270
lq = 0.34

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

[aiOutlook.index]
value = 23
percentile = 21
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 23
source = "openai_gpts_are_gpts"

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

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.71
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 = 0.08955223880597014
beta = 0.13432835820895522
gamma = 0.1791044776119403

[aiOutlook.bls]
growthPercent = 4
growthPercentile = 64
direction = "About average"
annualOpeningsThousands = 11.3
annualOpeningsPercentile = 66
employment2024Thousands = 139.4
employment2034Thousands = 145

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.6551197
percentile = 30
band = "Low"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.1791044776119403
percentile = 23
band = "Low"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.062077767156548766
percentile = 15
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 = "Read and interpret maintenance manuals, service bulletins, and other specifications to determine the feasibility and method of repairing or replacing malfunctioning or damaged components."
usagePercent = 0.006367882863821797
importance = 4.45

[[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 = 38
skills = 38
capabilities = 120
tools = 24
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "ca29e11316593827"

[[tasks]]
text = "Inspect completed work to certify that maintenance meets standards and that aircraft are ready for operation."
type = "Core"
iwa = "4.A.1.b.2.f"

[[tasks]]
text = "Read and interpret maintenance manuals, service bulletins, and other specifications to determine the feasibility and method of repairing or replacing malfunctioning or damaged components."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Maintain repair logs, documenting all preventive and corrective aircraft maintenance."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Examine and inspect aircraft components, including landing gear, hydraulic systems, and deicers to locate cracks, breaks, leaks, or other problems."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Conduct routine and special inspections as required by regulations."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Inspect airframes for wear or other defects."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Replace or repair worn, defective, or damaged components, using hand tools, gauges, and testing equipment."
type = "Core"
iwa = "4.A.3.b.4.c"

[[tasks]]
text = "Check for corrosion, distortion, and invisible cracks in the fuselage, wings, and tail, using x-ray and magnetic inspection equipment."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Measure parts for wear, using precision instruments."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Remove or install aircraft engines, using hoists or forklift trucks."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Service and maintain aircraft and related apparatus by performing activities such as flushing crankcases, cleaning screens, and or moving parts."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Assemble and install electrical, plumbing, mechanical, hydraulic, and structural components and accessories, using hand or power tools."
type = "Core"
iwa = "4.A.3.a.2.d"

[[activities]]
name = "Read technical information needed to perform maintenance or repairs."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Interpret blueprints, specifications, or diagrams to inform installation, development or operation activities."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Inspect completed work to ensure proper functioning."
iwa = "4.A.1.b.2.f"

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

[[activities]]
name = "Inspect mechanical components of vehicles to identify problems."
iwa = "4.A.1.b.2.d"

[[activities]]
name = "Inspect structural components of vehicles to identify problems."
iwa = "4.A.1.b.2.d"

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

[[activities]]
name = "Inspect mechanical equipment to locate damage, defects, or wear."
iwa = "4.A.1.b.2.g"

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

[[activities]]
name = "Install piping for installation or maintenance activities."
iwa = "4.A.3.a.2.aq"

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

[[activities]]
name = "Test fluids to identify contamination or other problems."
iwa = "4.A.1.b.2.c"

[[activities]]
name = "Reassemble equipment after repair."
iwa = "4.A.3.a.2.d"

[[activities]]
name = "Read work orders or descriptions of problems to determine repairs or modifications needed."
iwa = "4.A.1.a.1.b"

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

[[activities]]
name = "Align equipment or machinery."
iwa = "4.A.3.a.2.ao"

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

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

[[activities]]
name = "Service vehicles to maintain functionality."
iwa = "4.A.3.b.4.e"

[[activities]]
name = "Lubricate equipment to allow proper functioning."
iwa = "4.A.3.b.5.a"

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

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

[[activities]]
name = "Maintain inventories of materials, equipment, or products."
iwa = "4.A.4.c.3.a"

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

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

[[activities]]
name = "Remove parts or components from equipment."
iwa = "4.A.3.a.2.s"

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

[[activities]]
name = "Communicate with coworkers to coordinate installations or repairs."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Cut materials according to specifications or needs."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Paint surfaces or equipment."
iwa = "4.A.3.a.2.ag"

[[activities]]
name = "Apply protective coverings to objects or surfaces near work areas."
iwa = "4.A.3.a.1.d"

[[activities]]
name = "Disassemble equipment to inspect for deficiencies."
iwa = "4.A.3.a.2.s"

[[activities]]
name = "Determine operational criteria or specifications."
iwa = "4.A.3.b.2.a"

[[activities]]
name = "Operate heating or drying equipment."
iwa = "4.A.3.a.3.f"

[[activities]]
name = "Observe equipment in operation to detect potential problems."
iwa = "4.A.1.a.2.a"

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

[[capabilities]]
name = "Equipment Maintenance"
family = "transferable_skill"
value = 4.88

[[capabilities]]
name = "Repairing"
family = "transferable_skill"
value = 4.88

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 4.69

[[capabilities]]
name = "Troubleshooting"
family = "transferable_skill"
value = 4.5

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4.5

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 4.25

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4.12

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 4.12

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 4

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 4

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 4

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 4

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.88

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.88

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.88

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.82

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.75

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

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.75

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.75

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.75

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

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

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.62

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

[[capabilities]]
name = "Hearing Sensitivity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.5

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.5

[[capabilities]]
name = "Equipment Selection"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.38

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3.38

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.31

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Access Software AIRPAX"
category = "Facilities management software"
hot = false
inDemand = false

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

[[tools]]
example = "Computerized aircraft log manager CALM"
category = "Information retrieval or search software"
hot = false
inDemand = false

[[tools]]
example = "DatcoMedia EBis"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "Disassembler software"
category = "Compiler and decompiler software"
hot = false
inDemand = false

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

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

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

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

[[tools]]
example = "Mxi Technologies Maintenix"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Operational Data Store ODS software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Pentagon 2000SQL"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Supply system software"
category = "Inventory management software"
hot = false
inDemand = false

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

[[tools]]
example = "Technical manual database software"
category = "Information retrieval or search software"
hot = false
inDemand = false

[[tools]]
example = "Tracware AeroTrac"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

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

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.73

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.7

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.69

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.69

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.66

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

[[workContext]]
name = "Frequency of Decision Making"
value = 4.51

[[workContext]]
name = "Exposed to Contaminants"
value = 4.47

[[workContext]]
name = "Contact With Others"
value = 4.45

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.24

[[workContext]]
name = "Time Pressure"
value = 4.24

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.13

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.12

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.11

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.05

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.02

[[workContext]]
name = "Spend Time Standing"
value = 4

[[workContext]]
name = "Physical Proximity"
value = 3.99

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.97

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.9

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.87

[[workContext]]
name = "E-Mail"
value = 3.71

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.71

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.69

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.57

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.53

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.52

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.51

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.51

[[workContext]]
name = "Telephone Conversations"
value = 3.41

[[workContext]]
name = "Exposed to High Places"
value = 3.33

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.27

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 3.21

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 3.2

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.17

[[workContext]]
name = "Spend Time Climbing Ladders, Scaffolds, or Poles"
value = 3.11

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 3.07

[[workContext]]
name = "Conflict Situations"
value = 2.98

[[workContext]]
name = "Consequence of Error"
value = 2.94

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 2.92

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 6.86

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.7

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 5.65

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.44

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.7

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.81

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

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.62

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.46

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.17

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.98

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 1.96

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.84

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

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.76

[[relatedRoles]]
socCode = "49-2091.00"
slug = "role-49-2091-00"
title = "Avionics 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 = "53-6032.00"
slug = "role-53-6032-00"
title = "Aircraft Service Attendants"
tier = "Primary-Short"

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

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

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

[[relatedRoles]]
socCode = "49-3031.00"
slug = "role-49-3031-00"
title = "Bus and Truck Mechanics and Diesel Engine Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-3051.00"
slug = "role-49-3051-00"
title = "Motorboat Mechanics and Service Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-3042.00"
slug = "role-49-3042-00"
title = "Mobile Heavy Equipment Mechanics, Except Engines"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-3023.00"
slug = "role-49-3023-00"
title = "Automotive Service Technicians and Mechanics"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "49-3043.00"
slug = "role-49-3043-00"
title = "Rail Car Repairers"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Agriculture, Agriculture Operations, and Related Sciences"
slug = "agriculture-agriculture-operations-and-related-sciences"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.71
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.6551197
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.1538603
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.8144518
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
