Drive vehicles or operate machines or equipment to complete work assignments or to assist workers.

“Drive vehicles or operate machines or equipment to complete work assignments or to assist workers.” is a core task performed by First-Line Supervisors of Material-Moving Machine and Vehicle Operators. Among the occupation's 22 rated tasks, workers place it 14th by importance (#9 most important). About 77% 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.

• Operate transportation equipment or vehicles. in Operating Vehicles, Mechanized Devices, or 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

• Enforce safety rules and regulations. · importance 4.5
• Interpret transportation or tariff regulations, shipping orders, safety regulations, or company policies and procedures for workers. · importance 4.2
• Resolve worker problems or collaborate with employees to assist in problem resolution. · importance 4.1
• Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems. · importance 4.1
• Plan work assignments and equipment allocations to meet transportation, operations or production goals. · importance 4.1
• Examine, measure, or weigh cargo or materials to determine specific handling requirements. · importance 4.0
• Explain and demonstrate work tasks to new workers or assign training tasks to experienced workers. · importance 4.0
• Review orders, production schedules, blueprints, or shipping or receiving notices to determine work sequences and material shipping dates, types, volumes, or destinations. · importance 3.9
• Inspect or test materials, stock, vehicles, equipment, or facilities to ensure that they are safe, free of defects, and consistent with specifications. · importance 3.9
• Maintain or verify records of time, materials, expenditures, or crew activities. · importance 3.9
• Requisition needed personnel, supplies, equipment, parts, or repair services. · importance 3.9
• Perform or schedule repairs or preventive maintenance of vehicles or other equipment. · importance 3.9
• Recommend and implement measures to improve worker motivation, equipment performance, work methods, or customer services. · importance 3.8
• Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents. · importance 3.8

See all tasks on the First-Line Supervisors of Material-Moving Machine and Vehicle Operators 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-8605,
  title  = {Drive vehicles or operate machines or equipment to complete work assignments or to assist workers.},
  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-8605}
}