First-Line Supervisors of Material-Moving Machine and Vehicle Operators

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 3 (14%)
• AI can speed this up with extra software: 10 (45%)
• Little or no AI speed-up: 9 (41%)

• Maintain or verify records of time, materials, expenditures, or crew activities.AI can speed this up on its own · core task · Seen in real AI use
• Interpret transportation or tariff regulations, shipping orders, safety regulations, or company policies and procedures for workers.AI can speed this up on its own · core task · Seen in real AI use
• Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents.AI can speed this up on its own · core task · Seen in real AI use
• Plan work assignments and equipment allocations to meet transportation, operations or production goals.AI can speed this up with extra software · core task · Seen in real AI use
• Review orders, production schedules, blueprints, or shipping or receiving notices to determine work sequences and material shipping dates, types, volumes, or destinations.AI can speed this up with extra software · core task
• Inspect or test materials, stock, vehicles, equipment, or facilities to ensure that they are safe, free of defects, and consistent with specifications.AI can speed this up with extra software · core task
• Dispatch personnel and vehicles in response to telephone or radio reports of emergencies.AI can speed this up with extra software · core task
• Recommend or implement personnel actions, such as employee selection, evaluation, rewards, or disciplinary actions.AI can speed this up with extra software · core task · Seen in real AI use
• Requisition needed personnel, supplies, equipment, parts, or repair services.AI can speed this up with extra software · core task
• Recommend and implement measures to improve worker motivation, equipment performance, work methods, or customer services.AI can speed this up with extra software · core task
• Examine, measure, or weigh cargo or materials to determine specific handling requirements.AI can speed this up with extra software · supplemental task
• Compute or estimate cash, payroll, transportation, personnel, or storage requirements.AI can speed this up with extra software · supplemental task
• Plan and establish schedules.AI can speed this up with extra software
• Enforce safety rules and regulations.Little or no AI speed-up · core task
• Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems.Little or no AI speed-up · core task
• Monitor field work to ensure proper performance and use of materials.Little or no AI speed-up · core task
• Drive vehicles or operate machines or equipment to complete work assignments or to assist workers.Little or no AI speed-up · core task
• Resolve worker problems or collaborate with employees to assist in problem resolution.Little or no AI speed-up · core task · Seen in real AI use
• Perform or schedule repairs or preventive maintenance of vehicles or other equipment.Little or no AI speed-up · core task
• Explain and demonstrate work tasks to new workers or assign training tasks to experienced workers.Little or no AI speed-up · core task · Seen in real AI use
• Assist workers in tasks, such as loading vehicles.Little or no AI speed-up
• Direct workers in transportation or related services, such as pumping, moving, storing, or loading or unloading of materials.Little or no AI speed-up