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Automation Risk Analysis

Will “Air Plant Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Air Plant Engineer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

58%

“Air Plant Engineer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 58% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Stationary Engineers and Boiler Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or maintain stationary engines, boilers, or other mechanical equipment to provide utilities for buildings or industrial processes. Operate equipment such as steam engines, generators, motors, turbines, and steam boilers.

Avg. Annual Salary $79,710
Avg. Hourly Wage $38.32
Available Jobs (US) 30,780
Job Title & Hierarchy Code (SOC) Stationary Engineers and Boiler Operators #51-8021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Stationary Engineers and Boiler Operators”

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Core Skills & Abilities

  • 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.

  • Switch from automatic to manual controls and isolate equipment mechanically and electrically to allow for safe inspection and repair work.

  • Maintain daily logs of operation, maintenance, and safety activities, including test results, instrument readings, and details of equipment malfunctions and maintenance work.

  • Investigate and report on accidents.

  • Weigh, measure, and record fuel used.

  • Check the air quality of ventilation systems and make adjustments to ensure compliance with mandated safety codes.

  • Receive instructions from steam engineers regarding steam plant and air compressor operations.

  • Supervise the work of assistant stationary engineers, turbine operators, boiler tenders, or air conditioning and refrigeration operators and mechanics.

  • Clean and lubricate boilers and auxiliary equipment and make minor adjustments as needed, using hand tools.

  • Ignite fuel in burners, using torches or flames.

  • Install burners and auxiliary equipment, using hand tools.

  • 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.

  • Monitor boiler water, chemical, and fuel levels, and make adjustments to maintain required levels.

  • Fire coal furnaces by hand or with stokers and gas- or oil-fed boilers, using automatic gas feeds or oil pumps.

  • Operate mechanical hoppers and provide assistance in their adjustment and repair.

  • Contact equipment manufacturers or appropriate specialists when necessary to resolve equipment problems.

  • Observe and interpret readings on gauges, meters, and charts registering various aspects of boiler operation to ensure that boilers are operating properly.

  • 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.

  • Analyze problems and take appropriate action to ensure continuous and reliable operation of equipment and systems.

  • Test boiler water quality or arrange for testing and take necessary corrective action, such as adding chemicals to prevent corrosion and harmful deposits.

  • Provide assistance to plumbers in repairing or replacing water, sewer, or waste lines, and in daily maintenance activities.

  • Develop operation, safety, and maintenance procedures or assist in their development.

  • Perform or arrange for repairs, such as complete overhauls, replacement of defective valves, gaskets, or bearings, or fabrication of new parts.

  • Test electrical systems to determine voltages, using voltage meters.

  • Adjust controls and/or valves on equipment to provide power, and to regulate and set operations of system or industrial processes.

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  • Microsoft Office software
  • Rockwell Automation AI
  • Grok (xAI)
  • Operating system software
  • ABB AI Robotics
  • Graphics software
  • Gemini (Google)
  • Statistical software
  • Microsoft Word
  • DeepSeek
  • Llama (Meta)
  • Cognex Vision AI
  • Mistral (Mistral AI)
  • Word processing software
  • Claude (Anthropic)
  • Sight Machine AI
  • SAP software
  • Email software
  • Database software
  • Building management system software
  • Spreadsheet software
  • Computerized maintenance management system CMMS
  • Microsoft Excel
  • Microsoft PowerPoint
  • Digital multimeters
  • Voltmeters
  • Straight screwdrivers
  • Descalers
  • Industrial platform scales
  • Ohmmeters
  • Forklifts
  • Power saws
  • Pipe cutters
  • Turbidimeters
  • Shielded arc welding tools
  • Scaffolding
  • Equipment cleaning scrapers
  • Two way radios
  • Safety gloves
  • Amp meters
  • Sling psychrometers
  • Hand pipe threaders
  • Power meters
  • Pressure gauges
  • Protective ear plugs
  • Filter masks
  • Adjustable wrenches
  • Drill presses
  • Hydraulic boom trucks
  • Oxyacetylene welding equipment
  • Grease guns
  • Metal cutting taps
  • Water column gauges
  • Hydraulic press frames
  • Electronic temperature sensors
  • Graduated glass cylinders
  • Phillips head screwdrivers
  • Gas brazing equipment
  • Steam cleaning equipment
  • Hydrometers
  • Dial calipers
  • Electric drain augers
  • Colorimeters
  • Personal computers
  • Locking pliers
  • Conductivity meters
  • Pipe wrenches
  • Opacity meters
  • Grapple cranes
  • Manifold test gauges
  • Socket wrench sets
  • Tapping machines
  • Infrared guns
  • Programmable logic controllers PLC
  • Layout squares
  • Bench lathes
  • Dial indicators
  • Power drills
  • Ladders
  • Rotary hammers
  • Pneumatic pumps
  • Thermocouples
  • Sandblasters
  • Metal cutting dies
  • Claw hammers
  • Pressure transmitters
  • Ratchets
  • Precision levels
  • pH indicators
  • Combustion analyzers
  • Self-contained breathing apparatus
  • Bourdon tubes
  • Dropping pipettes
  • Safety glasses
  • Electronic remote reading thermometers
  • Oil guns
  • Micrometers

Alternative Job Titles