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Repair vehicle components

Work activity · O*NET

Repair vehicle components is an intermediate work activity in the O*NET database — a concrete task that recurs across many occupations , grouped under Repairing and Maintaining Mechanical Equipment. 17 occupations report doing it as part of their work.

What it involves

The most common detailed activities O*NET records under this category, ranked by how many occupation tasks map to each.

  • Repair non-engine automotive or vehicle components
  • Repair defective engines or engine components
  • Replace vehicle glass
  • Repair tires
  • Rebuild parts or components

How AI is applied to this activity

Microsoft's "Working with AI" study mapped real Bing Copilot conversations to O*NET work activities. The figures below are their measurements for this activity — they describe how AI is used today in one assistant's data, not a forecast that the activity will be automated.

AI completes it successfully 100.0% When Copilot attempts this activity, how often it finishes the task
Scope AI handles 7.1% How much of the activity AI carries within a conversation
Positive user feedback 100.0% Share of interactions users rated positively
How often AI is applied here 19th pct Percentile across all measured activities by how often AI performs them

Source: Microsoft "Working with AI" (working-with-ai). A high completion rate means AI can assist the activity in isolation — it does not mean an occupation that performs it is being automated, since every job blends many activities.

Detailed work activities

The more granular units of work O*NET groups under this activity, ordered by how many occupations perform them.

Occupations that perform this activity

Ranked by how many of the occupation's tasks map to this activity.

Occupation Tasks
Automotive Glass Installers and Repairers 10
Bus and Truck Mechanics and Diesel Engine Specialists 9
Automotive Service Technicians and Mechanics 6
Rail Car Repairers 5
Tire Repairers and Changers 5
Motorcycle Mechanics 4
Motorboat Mechanics and Service Technicians 3
Electric Motor, Power Tool, and Related Repairers 2
Recreational Vehicle Service Technicians 2
Automotive Body and Related Repairers 1
Bicycle Repairers 1
Commercial Divers 1
Control and Valve Installers and Repairers, Except Mechanical Door 1
Electrical and Electronics Installers and Repairers, Transportation Equipment 1
Farm Equipment Mechanics and Service Technicians 1
Medical Equipment Repairers 1
Outdoor Power Equipment and Other Small Engine Mechanics 1
Exposure quadrant: AI task-overlap percentile vs Median pay AI task-overlap (horizontal) versus median pay (vertical), each as a percentile across all scored occupations, for 17 occupations in occupations that perform Repair vehicle components.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Tire Repairers and Changers Automotive Glass Installers and Repairers Rail Car Repairers Automotive Body and Related Repairers Bus and Truck Mechanics and Diesel Engine Specialists Motorboat Mechanics and Service Technicians Bicycle Repairers Electrical and Electronics Installers and Repairers, Transportation Equipment Control and Valve Installers and Repairers, Except Mechanical Door Medical Equipment Repairers AI task-overlap percentile → ↑ Median pay
Occupations that perform Repair vehicle components., by AI task-overlap and median pay

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Repair vehicle components." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; Microsoft “Working with AI” working-with-ai. Accessed June 7, 2026. https://singulariki.com/activities/repair-vehicle-components

APA

Singulariki. (2026). Repair vehicle components. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/activities/repair-vehicle-components

BibTeX 
@misc{singulariki-repair-vehicle-components,
  title  = {Repair vehicle components},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Microsoft “Working with AI” working-with-ai. Accessed June 7, 2026},
  url    = {https://singulariki.com/activities/repair-vehicle-components}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.