entityType = "role"
schemaVersion = "role.v1"
slug = "role-49-3053-00"
socCode = "49-3053.00"
title = "Outdoor Power Equipment and Other Small Engine Mechanics"
summary = "Diagnose, adjust, repair, or overhaul small engines used to power lawn mowers, chain saws, recreational sporting equipment, and related equipment."
aliases = ["Mechanic", "Outdoor Power Equipment Service Technician", "Service Technician (Service Tech)", "Small Engine Mechanic", "Chainsaw Technician", "Golf Cart Mechanic", "Lawnmower Repair Mechanic", "Shop Mechanic", "Small Engine Technician (Small Engine Tech)", "Chain Saw Mechanic", "Edge Trimmer Mechanic", "Electric Golf Cart Repairer"]
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 = 48.05

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 27.27

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 12.46

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 12.22

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

[market]
medianWage = 46560
meanWage = 48200
pct10Wage = 33600
pct25Wage = 38260
pct75Wage = 56080
pct90Wage = 64540
employment = 34240
areaTitle = "U.S."

[industries]
count = 22

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 14520
medianWage = 44460
lq = 4.19

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 5820
medianWage = 49870
lq = 2.9

[[industries.top]]
naics = "561730"
slug = "561730"
title = "Landscaping Services"
level = "National industry"
employment = 5550
medianWage = 49990
lq = 27.31

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 5050
medianWage = 46800
lq = 8.61

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 2700
medianWage = 44010
lq = 2.75

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1730
medianWage = 48020
lq = 1.29

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 1270
medianWage = 48880
lq = 2.42

[[industries.top]]
naics = "423820"
slug = "423820"
title = "Farm and Garden Machinery and Equipment Merchant Wholesalers"
level = "National industry"
employment = 960
medianWage = 46930
lq = 37.9

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 490
medianWage = 45930
lq = 0.16

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 330
medianWage = 52000
lq = 0.18

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 300
medianWage = 54460
lq = 0.1

[[industries.top]]
naics = "459110"
slug = "459110"
title = "Sporting Goods Retailers"
level = "National industry"
employment = 230
medianWage = 38100
lq = 3.48

[[industries.concentrated]]
naics = "423820"
slug = "423820"
title = "Farm and Garden Machinery and Equipment Merchant Wholesalers"
level = "National industry"
employment = 960
lq = 37.9

[[industries.concentrated]]
naics = "561730"
slug = "561730"
title = "Landscaping Services"
level = "National industry"
employment = 5550
lq = 27.31

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 5050
lq = 8.61

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 14520
lq = 4.19

[[industries.concentrated]]
naics = "459110"
slug = "459110"
title = "Sporting Goods Retailers"
level = "National industry"
employment = 230
lq = 3.48

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 5820
lq = 2.9

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 2700
lq = 2.75

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 1270
lq = 2.42

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 18
percentile = 15
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 21
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 26
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 7
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.93
percentile = 84
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 = 0.14285714285714285
beta = 0.17857142857142855
gamma = 0.21428571428571427

[aiOutlook.bls]
growthPercent = 2.5
growthPercentile = 47
direction = "About average"
annualOpeningsThousands = 3.5
annualOpeningsPercentile = 40
employment2024Thousands = 36.9
employment2034Thousands = 37.8

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.8941408
percentile = 21
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 = 0.21428571428571427
percentile = 26
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 = 0.04115013676013367
percentile = 7
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.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 = 14
skills = 32
capabilities = 120
tools = 9
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "f5e22d3f870d941c"

[[tasks]]
text = "Record repairs made, time spent, and parts used."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Dismantle engines, using hand tools, and examine parts for defects."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Repair and maintain gasoline engines used to power equipment such as portable saws, lawn mowers, generators, and compressors."
type = "Core"
iwa = "4.A.3.b.4.d"

[[tasks]]
text = "Adjust points, valves, carburetors, distributors, and spark plug gaps, using feeler gauges."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Repair or replace defective parts such as magnetos, water pumps, gears, pistons, and carburetors, using hand tools."
type = "Core"
iwa = "4.A.3.b.4.c"

[[tasks]]
text = "Perform routine maintenance such as cleaning and oiling parts, honing cylinders, and tuning ignition systems."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Reassemble engines after repair or maintenance work is complete."
type = "Core"
iwa = "4.A.3.a.2.d"

[[tasks]]
text = "Replace motors."
type = "Core"
iwa = "4.A.3.b.4.c"

[[tasks]]
text = "Obtain problem descriptions from customers, and prepare cost estimates for repairs."
type = "Core"
iwa = "4.A.1.b.3.b"

[[tasks]]
text = "Show customers how to maintain equipment."
type = "Core"
iwa = "4.A.4.b.3.e"

[[tasks]]
text = "Remove engines from equipment, and position and bolt engines to repair stands."
type = "Core"
iwa = "4.A.3.a.2.d"

[[activities]]
name = "Repair defective engines or engine components."
iwa = "4.A.3.b.4.d"

[[activities]]
name = "Maintain work equipment or machinery."
iwa = "4.A.3.b.5.a"

[[activities]]
name = "Adjust vehicle components according to specifications."
iwa = "4.A.3.a.2.i"

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

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

[[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 = "Estimate costs for labor or materials."
iwa = "4.A.1.b.3.b"

[[activities]]
name = "Confer with customers or users to assess problems."
iwa = "4.A.4.a.2.j"

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

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

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

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

[[activities]]
name = "Sell products or services."
iwa = "4.A.4.a.6.b"

[[activities]]
name = "Train customers in the use of products."
iwa = "4.A.4.b.3.e"

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

[[activities]]
name = "Grind parts to required dimensions."
iwa = "4.A.3.a.2.o"

[[activities]]
name = "Bolt objects into place."
iwa = "4.A.3.a.2.d"

[[activities]]
name = "Disassemble equipment for maintenance or repair."
iwa = "4.A.3.a.2.s"

[[activities]]
name = "Position equipment using hand tools, power tools, or heavy equipment."
iwa = "4.A.3.a.2.v"

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 4.35

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

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

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Troubleshooting"
family = "transferable_skill"
value = 3.75

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.62

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.46

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.42

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Equipment Selection"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.25

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.18

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.17

[[capabilities]]
name = "Transportation"
family = "knowledge"
value = 3.15

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.12

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

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.1

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

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

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

[[capabilities]]
name = "Hearing Sensitivity"
family = "ability"
value = 3

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 2.96

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[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 = "Ideal Computer Systems Ideal OPE"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Land & Sea DYNO-MAX"
category = "Analytical or scientific software"
hot = false
inDemand = false

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

[[tools]]
example = "Sale processing software"
category = "Point of sale POS software"
hot = false
inDemand = false

[[tools]]
example = "Smart Equipment Repair"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "VersaDyne small engine test system"
category = "Analytical or scientific software"
hot = false
inDemand = false

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

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.65

[[workContext]]
name = "Spend Time Standing"
value = 4.49

[[workContext]]
name = "Contact With Others"
value = 4.42

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.41

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

[[workContext]]
name = "Exposed to Contaminants"
value = 4.34

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.3

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.19

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.18

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.13

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 3.9

[[workContext]]
name = "Telephone Conversations"
value = 3.85

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.76

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

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 3.67

[[workContext]]
name = "Time Pressure"
value = 3.66

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.58

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.57

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

[[workContext]]
name = "Consequence of Error"
value = 3.3

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 3.16

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.16

[[workContext]]
name = "Physical Proximity"
value = 3.13

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.12

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.1

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.08

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.07

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.02

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 2.92

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.81

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.79

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 2.73

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.66

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 2.61

[[workContext]]
name = "E-Mail"
value = 2.36

[[workContext]]
name = "Conflict Situations"
value = 2.34

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.33

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.31

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.29

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2

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

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 6.68

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.54

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.97

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 3.64

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.48

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.37

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

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 1.97

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 1.79

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.63

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 1.57

[[personFit]]
name = "Nature/Outdoors"
family = "specific_interest_area"
value = 1.54

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 1.46

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.37

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 1.33

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

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

[[relatedRoles]]
socCode = "49-3052.00"
slug = "role-49-3052-00"
title = "Motorcycle Mechanics"
tier = "Primary-Short"

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

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

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

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

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

[[relatedRoles]]
socCode = "49-9043.00"
slug = "role-49-9043-00"
title = "Maintenance Workers, Machinery"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-3041.00"
slug = "role-49-3041-00"
title = "Farm Equipment Mechanics and Service Technicians"
tier = "Primary-Long"

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

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

[[careerClusters]]
cluster = "Energy & Natural Resources"
slug = "energy-natural-resources"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.93
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.8941408
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.6314365
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.9614864
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
