Repair or adjust seats, doors, or windows.

“Repair or adjust seats, doors, or windows.” is a core task performed by Bus and Truck Mechanics and Diesel Engine Specialists. Among the occupation's 26 rated tasks, workers place it 5th by importance (#22 most important). About 97% 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.

• Adjust equipment to ensure adequate performance. in Handling and Moving Objects
• Repair vehicle components. in Repairing and Maintaining Mechanical Equipment

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E0. No direct exposure — current language models give little or no time savings on this task.

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 0.00. Automation potential label: T0.

Other tasks in this occupation

• Use handtools, such as screwdrivers, pliers, wrenches, pressure gauges, or precision instruments, as well as power tools, such as pneumatic wrenches, lathes, welding equipment, or jacks and hoists. · importance 4.5
• Inspect brake systems, steering mechanisms, wheel bearings, and other important parts to ensure that they are in proper operating condition. · importance 4.3
• Raise trucks, buses, and heavy parts or equipment using hydraulic jacks or hoists. · importance 4.2
• Adjust and reline brakes, align wheels, tighten bolts and screws, and reassemble equipment. · importance 4.2
• Attach test instruments to equipment, and read dials and gauges to diagnose malfunctions. · importance 4.2
• Perform routine maintenance such as changing oil, checking batteries, and lubricating equipment and machinery. · importance 4.2
• Examine and adjust protective guards, loose bolts, and specified safety devices. · importance 4.1
• Inspect, test, and listen to defective equipment to diagnose malfunctions, using test instruments such as handheld computers, motor analyzers, chassis charts, or pressure gauges. · importance 4.1
• Test drive trucks and buses to diagnose malfunctions or to ensure that they are working properly. · importance 4.0
• Rewire ignition systems, lights, and instrument panels. · importance 4.0
• Diagnose and repair vehicle heating and cooling systems. · importance 4.0
• Inspect, repair, and maintain automotive and mechanical equipment and machinery, such as pumps and compressors. · importance 4.0
• Inspect and verify dimensions and clearances of parts to ensure conformance to factory specifications. · importance 4.0
• Disassemble and overhaul internal combustion engines, pumps, generators, transmissions, clutches, and differential units. · importance 3.9

See all tasks on the Bus and Truck Mechanics and Diesel Engine Specialists 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-20454,
  title  = {Repair or adjust seats, doors, or windows.},
  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-20454}
}