Monitor equipment gauges or displays to ensure proper operation.

Monitor equipment gauges or displays to ensure proper operation. is a detailed work activity in O*NET — a concrete unit of work shared across 11 occupations and seen in 12 occupation-specific tasks. It rolls up into the broader work activity Monitor equipment operation. in Monitoring Processes, Materials, or Surroundings .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 12 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 4 (33%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Monitor gauges or meters that measure speed, amperage, battery charge, or air pressure in brake lines or in main reservoirs. · Locomotive Engineers · importance 4.8 · no direct exposure
• Monitor gauges, warning devices, and control panels to verify aircraft performance and to regulate engine speed. · Airline Pilots, Copilots, and Flight Engineers · importance 4.7 · no direct exposure
• Read gauges to verify sufficient levels of hydraulic fluid, air pressure, or oxygen. · Captains, Mates, and Pilots of Water Vessels · importance 4.6 · no direct exposure
• Monitor gauges and flowmeters and inspect equipment to ensure that tank levels, temperatures, chemical amounts, and pressures are at specified levels, reporting abnormalities as necessary. · Pump Operators, Except Wellhead Pumpers · importance 4.5 · exposure with tools
• Observe conveyor operations and monitor lights, dials, and gauges to maintain specified operating levels and to detect equipment malfunctions. · Conveyor Operators and Tenders · importance 4.5 · no direct exposure
• Observe equipment gauges and indicators and hand signals of other workers to verify load positions or depths. · Hoist and Winch Operators · importance 4.4 · no direct exposure
• Monitor meters and pressure gauges to determine consumption rate variations, temperatures, and pressures. · Gas Compressor and Gas Pumping Station Operators · importance 4.4 · no direct exposure
• Monitor control panels during pumping operations to ensure that materials are being pumped at the correct pressure, density, rate, and concentration. · Wellhead Pumpers · importance 4.3 · no direct exposure
• Read pressure and temperature gauges or displays and record data in engineering logs. · Sailors and Marine Oilers · importance 4.3 · exposure with tools
• Start aircraft and observe gauges, meters, and other instruments to detect evidence of malfunctions. · Aviation Inspectors · importance 4.2 · no direct exposure
• Monitor oil, temperature, and pressure gauges on dashboards to determine if engines are operating safely and efficiently. · Railroad Brake, Signal, and Switch Operators and Locomotive Firers · importance 4.1 · exposure with tools
• Read gas meters, and maintain records of the amounts of gas received and dispensed from holders. · Gas Compressor and Gas Pumping Station Operators · importance 4.0 · direct LLM exposure

Occupations that perform this

• Locomotive Engineers
• Airline Pilots, Copilots, and Flight Engineers
• Captains, Mates, and Pilots of Water Vessels
• Pump Operators, Except Wellhead Pumpers
• Conveyor Operators and Tenders
• Hoist and Winch Operators
• Gas Compressor and Gas Pumping Station Operators
• Wellhead Pumpers
• Sailors and Marine Oilers
• Aviation Inspectors
• Railroad Brake, Signal, and Switch Operators and Locomotive Firers

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-monitor-equipment-gauges-or-displays-to-ensure-proper-operation,
  title  = {Monitor equipment gauges or displays to ensure proper operation.},
  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/detailed-activities/monitor-equipment-gauges-or-displays-to-ensure-proper-operation}
}