Coin, Vending, and Amusement Machine Servicers and Repairers

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: 6 (32%)
• AI can speed this up with extra software: 0 (0%)
• Little or no AI speed-up: 13 (68%)

• Maintain records of machine maintenance and repair.AI can speed this up on its own · core task
• Order parts needed for machine repairs.AI can speed this up on its own · core task
• Record transaction information on forms or logs, and notify designated personnel of discrepancies.AI can speed this up on its own · core task · Seen in real AI use
• Keep records of merchandise distributed and money collected.AI can speed this up on its own · supplemental task
• Prepare repair cost estimates.AI can speed this up on its own · supplemental task
• Refer to manuals and wiring diagrams to gather information needed to repair machines.AI can speed this up on its own · supplemental task
• Fill machines with products, ingredients, money, and other supplies.Little or no AI speed-up · core task
• Inspect machines and meters to determine causes of malfunctions and fix minor problems such as jammed bills or stuck products.Little or no AI speed-up · core task
• Test machines to determine proper functioning.Little or no AI speed-up · core task
• Replace malfunctioning parts, such as worn magnetic heads on automatic teller machine (ATM) card readers.Little or no AI speed-up · core task
• Clean and oil machine parts.Little or no AI speed-up · core task
• Adjust and repair coin, vending, or amusement machines and meters and replace defective mechanical and electrical parts, using hand tools, soldering irons, and diagrams.Little or no AI speed-up · core task
• Collect coins and bills from machines, prepare invoices, and settle accounts with concessionaires.Little or no AI speed-up · supplemental task
• Make service calls to maintain and repair machines.Little or no AI speed-up · supplemental task
• Adjust machine pressure gauges and thermostats.Little or no AI speed-up · supplemental task
• Disassemble and assemble machines, according to specifications and using hand and power tools.Little or no AI speed-up · supplemental task
• Contact other repair personnel or make arrangements for the removal of machines in cases where major repairs are required.Little or no AI speed-up · supplemental task
• Transport machines to installation sites.Little or no AI speed-up · supplemental task
• Install machines, making the necessary water and electrical connections in compliance with codes.Little or no AI speed-up · supplemental task