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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

  • Investigate and report on accidents.

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

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

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

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

  • 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.

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

  • Ignite fuel in burners, using torches or flames.

  • Install burners and auxiliary equipment, using hand tools.

  • 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.

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

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

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

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

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

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

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

  • Weigh, measure, and record fuel used.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles