entityType = "role"
schemaVersion = "role.v1"
slug = "role-53-6051-01"
socCode = "53-6051.01"
title = "Aviation Inspectors"
summary = "Inspect aircraft, maintenance procedures, air navigational aids, air traffic controls, and communications equipment to ensure conformance with Federal safety regulations."
aliases = ["Aircraft Inspector", "Aviation Safety Inspector (ASI)", "Inspector", "Quality Inspector", "Aircraft Quality Control Inspector (Aircraft QC Inspector)", "Airworthiness Safety Inspector", "Avionics Safety Inspector", "Manufacturing Aviation Safety Inspector (Manufacturing ASI)", "Quality Control Inspector (QC Inspector)", "RTS Inspector (Return to Service Inspector)", "Aeronautical Inspector", "Aerospace Inspector"]
studyPrograms = []

[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 = "Associate's Degree (or other 2-year degree)"
percentage = 33.65

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 29.17

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 19.72

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 13.53

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 3.93

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

[market]
medianWage = 85750
meanWage = 86490
pct10Wage = 40090
pct25Wage = 58650
pct75Wage = 105020
pct90Wage = 137120
employment = 23320
areaTitle = "U.S."

[industries]
count = 10

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 7520
medianWage = 79860
lq = 6.73

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1800
medianWage = 40830
lq = 2.69

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 1410
medianWage = 81920
lq = 0.73

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 640
medianWage = 45960
lq = 0.7

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 350
medianWage = 76780
lq = 0.26

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 310
medianWage = 66560
lq = 0.19

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 190
medianWage = 41200
lq = 0.08

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 120
medianWage = 88920
lq = 0.69

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 70
medianWage = 84460

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 50
medianWage = 66560

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 7520
lq = 6.73

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1800
lq = 2.69

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 1410
lq = 0.73

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 640
lq = 0.7

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 120
lq = 0.69

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 350
lq = 0.26

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 310
lq = 0.19

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 190
lq = 0.08

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 45
percentile = 44
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 49
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 43
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.9
percentile = 78
band = "High"
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 = 0.08
beta = 0.34
gamma = 0.6

[aiOutlook.bls]
growthPercent = 1.7
growthPercentile = 38
direction = "About average"
annualOpeningsThousands = 2.5
annualOpeningsPercentile = 33
employment2024Thousands = 25.7
employment2034Thousands = 26.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.18376
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 = 0.6
percentile = 49
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 = 0.13355204107276616
percentile = 43
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.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 = 41
capabilities = 120
tools = 16
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "96330e82667a9b4a"

[[tasks]]
text = "Inspect work of aircraft mechanics performing maintenance, modification, or repair and overhaul of aircraft and aircraft mechanical systems to ensure adherence to standards and procedures."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Investigate air accidents and complaints to determine causes."
type = "Supplemental"
iwa = "4.A.1.a.1.u"

[[tasks]]
text = "Examine maintenance records and flight logs to determine if service and maintenance checks and overhauls were performed at prescribed intervals."
type = "Core"
iwa = "4.A.2.a.3.a"

[[tasks]]
text = "Inspect new, repaired, or modified aircraft to identify damage or defects and to assess airworthiness and conformance to standards, using checklists, hand tools, and test instruments."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Approve or deny issuance of certificates of airworthiness."
type = "Core"
iwa = "4.A.4.c.1.d"

[[tasks]]
text = "Prepare and maintain detailed repair, inspection, investigation, and certification records and reports."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Examine landing gear, tires, and exteriors of fuselage, wings, and engines for evidence of damage or corrosion and the need for repairs."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Recommend replacement, repair, or modification of aircraft equipment."
type = "Core"
iwa = "4.A.4.b.6.e"

[[tasks]]
text = "Start aircraft and observe gauges, meters, and other instruments to detect evidence of malfunctions."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Examine aircraft access plates and doors for security."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Analyze training programs and conduct oral and written examinations to ensure the competency of persons operating, installing, and repairing aircraft equipment."
type = "Supplemental"
iwa = "4.A.2.a.1.d"

[[tasks]]
text = "Conduct flight test programs to test equipment, instruments, and systems under a variety of conditions, using both manual and automatic controls."
type = "Supplemental"
iwa = "4.A.1.b.2.l"

[[emergingTasks]]
text = "Inspect uncrewed aircraft systems, such as drones, to ensure compliance with safety and operation regulations."

[[activities]]
name = "Inspect aircraft or aircraft components."
iwa = "4.A.1.b.2.d"

[[activities]]
name = "Monitor equipment gauges or displays to ensure proper operation."
iwa = "4.A.1.a.2.a"

[[activities]]
name = "Pilot aircraft."
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Record service or repair activities."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Review documents or materials for compliance with policies or regulations."
iwa = "4.A.2.a.3.a"

[[activities]]
name = "Recommend changes or corrective procedures."
iwa = "4.A.4.b.6.e"

[[activities]]
name = "Investigate transportation incidents, violations, or complaints."
iwa = "4.A.1.a.1.u"

[[activities]]
name = "Test performance of aircraft equipment."
iwa = "4.A.1.b.2.l"

[[activities]]
name = "Issue certificates or licenses."
iwa = "4.A.4.c.1.d"

[[activities]]
name = "Evaluate performance of applicants, trainees, or employees."
iwa = "4.A.2.a.1.d"

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.6

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 4.59

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.46

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.42

[[capabilities]]
name = "Transportation"
family = "knowledge"
value = 4.41

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4.12

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 4.12

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 4.08

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

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 4

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.88

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

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

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

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

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.86

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.81

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

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.75

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.75

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.67

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.5

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

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.48

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.44

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.43

[[capabilities]]
name = "Physics"
family = "knowledge"
value = 3.43

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.39

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

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

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.38

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

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

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

[[skills]]
name = "English Language"
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 = "Reading Comprehension"
type = "Common 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 Excel"
type = "Common Skill"

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

[[skills]]
name = "IBM WebSphere MQ"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "IBM WebSphere MQ"
category = "Cloud-based management 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 = "Adobe InDesign"
category = "Desktop publishing software"
hot = true
inDemand = false

[[tools]]
example = "Adobe Photoshop"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

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

[[tools]]
example = "Microsoft Active Server Pages ASP"
category = "Web platform development 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 = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

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

[[tools]]
example = "Aircraft regulation databases"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[tools]]
example = "Robotic workstation software"
category = "Industrial control software"
hot = false
inDemand = false

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

[[workContext]]
name = "E-Mail"
value = 4.97

[[workContext]]
name = "Telephone Conversations"
value = 4.92

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.86

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

[[workContext]]
name = "Consequence of Error"
value = 4.58

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.49

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.49

[[workContext]]
name = "Contact With Others"
value = 4.39

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.38

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.38

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.35

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.23

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.21

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.17

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.12

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.11

[[workContext]]
name = "Time Pressure"
value = 4.11

[[workContext]]
name = "Physical Proximity"
value = 4.08

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.07

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.98

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.88

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.85

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.82

[[workContext]]
name = "Exposed to Contaminants"
value = 3.82

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.69

[[workContext]]
name = "Written Letters and Memos"
value = 3.68

[[workContext]]
name = "Level of Competition"
value = 3.63

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.59

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.56

[[workContext]]
name = "Spend Time Standing"
value = 3.5

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 3.37

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.26

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.22

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

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 3.15

[[workContext]]
name = "Conflict Situations"
value = 3.13

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.08

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.06

[[workContext]]
name = "Spend Time Sitting"
value = 3.06

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.8

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.73

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

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.57

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

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 4.67

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.09

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

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

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 2.79

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.56

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 2.43

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.42

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.26

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.18

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.17

[[relatedRoles]]
socCode = "53-6051.07"
slug = "role-53-6051-07"
title = "Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-6051.00"
slug = "role-53-6051-00"
title = "Transportation Inspectors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-4011.00"
slug = "role-47-4011-00"
title = "Construction and Building Inspectors"
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 = "49-2091.00"
slug = "role-49-2091-00"
title = "Avionics Technicians"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "17-2111.00"
slug = "role-17-2111-00"
title = "Health and Safety Engineers, Except Mining Safety Engineers and Inspectors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9061.00"
slug = "role-51-9061-00"
title = "Inspectors, Testers, Sorters, Samplers, and Weighers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "53-5031.00"
slug = "role-53-5031-00"
title = "Ship Engineers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "19-5011.00"
slug = "role-19-5011-00"
title = "Occupational Health and Safety Specialists"
tier = "Supplemental"

[[relatedRoles]]
socCode = "53-2022.00"
slug = "role-53-2022-00"
title = "Airfield Operations Specialists"
tier = "Supplemental"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.9
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.18376
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.1508499
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.3175816
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
