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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Stationary Engineers and Boiler Operators?

Lower risk

Baseline AI displacement risk for Stationary Engineers and Boiler Operators, aggregated from 7 research sources.

What this score means

Stationary Engineers and Boiler Operators is among the least exposed roles in Manufacturing. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 19 out of 100 it sits close to the Manufacturing average of 19. Across the 7 sources behind this baseline, individual estimates run from 11 to 39, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Stationary Engineers and Boiler Operators, most central first, showing 12 of 25.

  • 01Operate 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.
  • 02Activate valves to maintain required amounts of water in boilers, to adjust supplies of combustion air, and to control the flow of fuel into burners.
  • 03Monitor boiler water, chemical, and fuel levels, and make adjustments to maintain required levels.
  • 04Analyze problems and take appropriate action to ensure continuous and reliable operation of equipment and systems.
  • 05Observe and interpret readings on gauges, meters, and charts registering various aspects of boiler operation to ensure that boilers are operating properly.
  • 06Maintain daily logs of operation, maintenance, and safety activities, including test results, instrument readings, and details of equipment malfunctions and maintenance work.
  • 07Test boiler water quality or arrange for testing and take necessary corrective action, such as adding chemicals to prevent corrosion and harmful deposits.
  • 08Monitor 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.
  • 09Switch from automatic to manual controls and isolate equipment mechanically and electrically to allow for safe inspection and repair work.
  • 10Perform or arrange for repairs, such as complete overhauls, replacement of defective valves, gaskets, or bearings, or fabrication of new parts.
  • 11Adjust controls and/or valves on equipment to provide power, and to regulate and set operations of system or industrial processes.
  • 12Clean and lubricate boilers and auxiliary equipment and make minor adjustments as needed, using hand tools.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 7 research sources that scored Stationary Engineers and Boiler Operators for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Stationary Engineers and Boiler Operators?
Published research puts Stationary Engineers and Boiler Operators at 19 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 7 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Stationary Engineers and Boiler Operators?
Only partly. Individual estimates for Stationary Engineers and Boiler Operators run from 11 to 39 out of 100 across the 7 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which manufacturing roles face similar AI exposure?
The closest published manufacturing roles to Stationary Engineers and Boiler Operators by score are Biomass Plant Technicians (19/100), Chemical Plant and System Operators (19/100), and Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders (19/100). Each has its own page with the research behind its number.

Also covers

Air Compressor Engineer · Air Compressor Operator · Air Conditioning Engineer (AC Engineer) · Air Plant Engineer · Auxiliary Operator · Blowing Engineer · Boiler Engineer · Boiler Fireman and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.