Inspect vehicles for damage and record findings so that necessary repairs can be made.

“Inspect vehicles for damage and record findings so that necessary repairs can be made.” is a core task performed by Automotive Service Technicians and Mechanics. Among the occupation's 30 rated tasks, workers place it 30th by importance (#1 most important). About 100% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Inspect vehicles. in Inspecting Equipment, Structures, or Materials
• Maintain operational records. in Documenting/Recording Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T1.

Other tasks in this occupation

• Test drive vehicles and test components and systems, using equipment such as infrared engine analyzers, compression gauges, and computerized diagnostic devices. · importance 4.4
• Test and adjust repaired systems to meet manufacturers' performance specifications. · importance 4.4
• Repair, reline, replace, and adjust brakes. · importance 4.4
• Review work orders and discuss work with supervisors. · importance 4.3
• Conduct visual inspections of compressed natural gas fuel systems to identify cracks, gouges, abrasions, discoloration, broken fibers, loose brackets, damaged gaskets, or other problems. · importance 4.3
• Estimate costs of vehicle repair. · importance 4.3
• Confer with customers to obtain descriptions of vehicle problems and to discuss work to be performed and future repair requirements. · importance 4.2
• Align vehicles' front ends. · importance 4.2
• Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines. · importance 4.2
• Tear down, repair, and rebuild faulty assemblies, such as power systems, steering systems, and linkages. · importance 4.1
• Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups. · importance 4.1
• Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas. · importance 4.1
• Plan work procedures, using charts, technical manuals, and experience. · importance 4.1
• Maintain cleanliness of work area. · importance 4.1

See all tasks on the Automotive Service Technicians and Mechanics page.

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.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-task-23523,
  title  = {Inspect vehicles for damage and record findings so that necessary repairs can be made.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-23523}
}