entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-2031-00"
socCode = "51-2031.00"
title = "Engine and Other Machine Assemblers"
summary = "Construct, assemble, or rebuild machines, such as engines, turbines, and similar equipment used in such industries as construction, extraction, textiles, and paper manufacturing."
aliases = ["Assembler", "Assembly Line Worker", "Engine Assembler", "Machine Assembler", "Cell Technician", "Engine Builder", "Field Service Technician", "Fitter", "Large Engine Assembler", "Mechanical Assembler", "Air Conditioning Coil Assembler (AC Coil Assembler)", "Aircraft Engine Assembler"]
emergingTasks = []

[preparation]
jobZone = "2"
jobZoneName = "Job Zone 1-2: Very Little to Some Preparation Needed"
education = "Usually requires a high school diploma or GED, though some occupations may not."
experience = "Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training."
svpRange = "(Below 6.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 64.05

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 12.88

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 11.15

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 7.2

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 4.72

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

[market]
medianWage = 52540
meanWage = 56040
pct10Wage = 37950
pct25Wage = 42790
pct75Wage = 70050
pct90Wage = 74300
employment = 38420
areaTitle = "U.S."

[industries]
count = 9

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 35750
medianWage = 53190
lq = 11.24

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 800
medianWage = 62050
lq = 0.53

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 630
medianWage = 44730
lq = 0.28

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 610
medianWage = 44730
lq = 0.92

[[industries.top]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 540
medianWage = 38640
lq = 8.34

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 490
medianWage = 59270
lq = 0.18

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 460
medianWage = 34980
lq = 0.42

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 450
medianWage = 58930
lq = 1.56

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 140
medianWage = 37770
lq = 0.04

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 35750
lq = 11.24

[[industries.concentrated]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 540
lq = 8.34

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 450
lq = 1.56

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 610
lq = 0.92

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 800
lq = 0.53

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 460
lq = 0.42

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 630
lq = 0.28

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 490
lq = 0.18

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 27
percentile = 25
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 20
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 24
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 37
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.82
percentile = 66
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
beta = 0.09523809523809523
gamma = 0.19047619047619047

[aiOutlook.bls]
growthPercent = -21.1
growthPercentile = 1
direction = "Declining"
annualOpeningsThousands = 2.8
annualOpeningsPercentile = 36
employment2024Thousands = 38.4
employment2034Thousands = 30.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.9561453
percentile = 20
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 = 0.19047619047619047
percentile = 24
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 = 0.11731615012893695
percentile = 37
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"

[aiPlaybook]
trustedTaskCount = 1
taskCount = 1
totalSample = 30
autonomyMedian = 3
collaboration = []
useCase = []
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.delegatedTasks]]
task = "Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers."
usagePercent = 0.0030003750468808603
autonomyMedian = 3
sampleCount = 30

[[aiPlaybook.boundaryTasks]]
task = "Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers."
humanNeededPercent = 90
sampleCount = 30

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers"

[counts]
tasks = 12
skills = 33
capabilities = 120
tools = 6
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "76a22f56cc4e925c"

[[tasks]]
text = "Read and interpret assembly blueprints or specifications manuals, and plan assembly or building operations."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications."
type = "Core"
iwa = "4.A.1.b.2.f"

[[tasks]]
text = "Position or align components for assembly, manually or using hoists."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Set and verify parts clearances."
type = "Core"
iwa = "4.A.3.a.2.at"

[[tasks]]
text = "Verify conformance of parts to stock lists or blueprints, using measuring instruments such as calipers, gauges, or micrometers."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Fasten or install piping, fixtures, or wiring and electrical components to form assemblies or subassemblies, using hand tools, rivet guns, or welding equipment."
type = "Core"
iwa = "4.A.3.a.2.d"

[[tasks]]
text = "Remove rough spots and smooth surfaces to fit, trim, or clean parts, using hand tools or power tools."
type = "Core"
iwa = "4.A.3.a.2.o"

[[tasks]]
text = "Lay out and drill, ream, tap, or cut parts for assembly."
type = "Core"
iwa = "4.A.3.a.2.l"

[[tasks]]
text = "Rework, repair, or replace damaged parts or assemblies."
type = "Core"
iwa = "4.A.3.b.4.b"

[[tasks]]
text = "Assemble systems of gears by aligning and meshing gears in gearboxes."
type = "Supplemental"
iwa = "4.A.3.a.2.d"

[[tasks]]
text = "Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts."
type = "Supplemental"
iwa = "4.A.3.a.3.f"

[[tasks]]
text = "Maintain and lubricate parts or components."
type = "Supplemental"
iwa = "4.A.3.b.5.a"

[[activities]]
name = "Inspect installed components or assemblies."
iwa = "4.A.1.b.2.f"

[[activities]]
name = "Align parts or workpieces to ensure proper assembly."
iwa = "4.A.3.a.2.ao"

[[activities]]
name = "Set equipment guides, stops, spacers, or other fixtures."
iwa = "4.A.3.a.2.at"

[[activities]]
name = "Repair parts or assemblies."
iwa = "4.A.3.b.4.b"

[[activities]]
name = "Replace worn equipment components."
iwa = "4.A.3.b.4.c"

[[activities]]
name = "Review blueprints or other instructions to determine operational methods or sequences."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Plan production or operational procedures or sequences."
iwa = "4.A.2.b.6.b"

[[activities]]
name = "Apply lubricants or coolants to workpieces."
iwa = "4.A.3.b.5.a"

[[activities]]
name = "Assemble electromechanical or hydraulic systems."
iwa = "4.A.3.a.2.d"

[[activities]]
name = "Measure dimensions of completed products or workpieces to verify conformance to specifications."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Smooth metal surfaces or edges."
iwa = "4.A.3.a.2.o"

[[activities]]
name = "Cut industrial materials in preparation for fabrication or processing."
iwa = "4.A.3.a.2.l"

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

[[activities]]
name = "Lay out parts to prepare for assembly."
iwa = "4.A.3.a.2.ao"

[[activities]]
name = "Operate metal or plastic forming equipment."
iwa = "4.A.3.a.3.f"

[[activities]]
name = "Operate grinding equipment."
iwa = "4.A.3.a.3.l"

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.91

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.41

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.38

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

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.22

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.12

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.12

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.12

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

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

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3

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

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 2.99

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.89

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 2.89

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Equipment Maintenance"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Troubleshooting"
family = "transferable_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Office software"
category = "Office suite 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 = "Computer aided design and drafting CADD software"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.88

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.73

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.67

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

[[workContext]]
name = "Time Pressure"
value = 4.31

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.3

[[workContext]]
name = "Spend Time Standing"
value = 4.23

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.21

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

[[workContext]]
name = "Exposed to Contaminants"
value = 4.1

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.98

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.86

[[workContext]]
name = "Frequency of Decision Making"
value = 3.84

[[workContext]]
name = "Physical Proximity"
value = 3.75

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.74

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.73

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.72

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.67

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.6

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.47

[[workContext]]
name = "Consequence of Error"
value = 3.42

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.37

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.13

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.01

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 2.99

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 2.98

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.94

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.91

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.86

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.84

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.81

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.79

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.71

[[workContext]]
name = "Level of Competition"
value = 2.67

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.66

[[workContext]]
name = "Telephone Conversations"
value = 2.59

[[workContext]]
name = "E-Mail"
value = 2.52

[[workContext]]
name = "Conflict Situations"
value = 2.43

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 2.43

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.32

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

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 6.1

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.34

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 4.47

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.39

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.69

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.5

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.25

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.11

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.96

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 1.79

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.34

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.23

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.18

[[personFit]]
name = "Achievement Orientation"
family = "work_style"
value = 1.18

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.17

[[relatedRoles]]
socCode = "51-2011.00"
slug = "role-51-2011-00"
title = "Aircraft Structure, Surfaces, Rigging, and Systems Assemblers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "49-2092.00"
slug = "role-49-2092-00"
title = "Electric Motor, Power Tool, and Related Repairers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-2022.00"
slug = "role-51-2022-00"
title = "Electrical and Electronic Equipment Assemblers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-9041.00"
slug = "role-49-9041-00"
title = "Industrial Machinery Mechanics"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "49-9012.00"
slug = "role-49-9012-00"
title = "Control and Valve Installers and Repairers, Except Mechanical Door"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-9044.00"
slug = "role-49-9044-00"
title = "Millwrights"
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 = "49-3031.00"
slug = "role-49-3031-00"
title = "Bus and Truck Mechanics and Diesel Engine Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-2061.00"
slug = "role-51-2061-00"
title = "Timing Device Assemblers and Adjusters"
tier = "Supplemental"

[[relatedRoles]]
socCode = "51-4061.00"
slug = "role-51-4061-00"
title = "Model Makers, Metal and Plastic"
tier = "Supplemental"

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.82
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.9561453
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.5711803
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.044632
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
