Stationary Engineers and Boiler 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 (12%)
• AI can speed this up with extra software: 1 (4%)
• Little or no AI speed-up: 21 (84%)

• Maintain daily logs of operation, maintenance, and safety activities, including test results, instrument readings, and details of equipment malfunctions and maintenance work.AI can speed this up on its own · core task · Seen in real AI use
• Investigate and report on accidents.AI can speed this up on its own · core task
• Develop operation, safety, and maintenance procedures or assist in their development.AI can speed this up on its own · core task
• Contact equipment manufacturers or appropriate specialists when necessary to resolve equipment problems.AI can speed this up with extra software · core task
• Monitor and inspect equipment, computer terminals, switches, valves, gauges, alarms, safety devices, and meters to detect leaks or malfunctions and to ensure that equipment is operating efficiently and safely.Little or no AI speed-up · core task
• Activate valves to maintain required amounts of water in boilers, to adjust supplies of combustion air, and to control the flow of fuel into burners.Little or no AI speed-up · core task
• Monitor boiler water, chemical, and fuel levels, and make adjustments to maintain required levels.Little or no AI speed-up · core task
• Observe and interpret readings on gauges, meters, and charts registering various aspects of boiler operation to ensure that boilers are operating properly.Little or no AI speed-up · core task
• Test boiler water quality or arrange for testing and take necessary corrective action, such as adding chemicals to prevent corrosion and harmful deposits.Little or no AI speed-up · core task
• Analyze problems and take appropriate action to ensure continuous and reliable operation of equipment and systems.Little or no AI speed-up · core task · Seen in real AI use
• Operate or tend stationary engines, boilers, and auxiliary equipment, such as pumps, compressors, or air-conditioning equipment, to supply and maintain steam or heat for buildings, marine vessels, or pneumatic tools.Little or no AI speed-up · core task
• Adjust controls and/or valves on equipment to provide power, and to regulate and set operations of system or industrial processes.Little or no AI speed-up · core task
• Switch from automatic to manual controls and isolate equipment mechanically and electrically to allow for safe inspection and repair work.Little or no AI speed-up · core task
• Install burners and auxiliary equipment, using hand tools.Little or no AI speed-up · core task
• Perform or arrange for repairs, such as complete overhauls, replacement of defective valves, gaskets, or bearings, or fabrication of new parts.Little or no AI speed-up · core task
• Check the air quality of ventilation systems and make adjustments to ensure compliance with mandated safety codes.Little or no AI speed-up · core task
• Weigh, measure, and record fuel used.Little or no AI speed-up · core task
• Clean and lubricate boilers and auxiliary equipment and make minor adjustments as needed, using hand tools.Little or no AI speed-up · core task
• Fire coal furnaces by hand or with stokers and gas- or oil-fed boilers, using automatic gas feeds or oil pumps.Little or no AI speed-up · supplemental task
• Receive instructions from steam engineers regarding steam plant and air compressor operations.Little or no AI speed-up · supplemental task
• Ignite fuel in burners, using torches or flames.Little or no AI speed-up · supplemental task
• Supervise the work of assistant stationary engineers, turbine operators, boiler tenders, or air conditioning and refrigeration operators and mechanics.Little or no AI speed-up · supplemental task
• Operate mechanical hoppers and provide assistance in their adjustment and repair.Little or no AI speed-up · supplemental task
• Test electrical systems to determine voltages, using voltage meters.Little or no AI speed-up · supplemental task
• Provide assistance to plumbers in repairing or replacing water, sewer, or waste lines, and in daily maintenance activities.Little or no AI speed-up · supplemental task