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Automation Risk Analysis

Will “Fan Runner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Fan Runner” 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%

“Fan Runner” 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

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

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

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

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

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

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

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

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

  • Investigate and report on accidents.

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

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

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

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

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

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

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

  • Install burners and auxiliary equipment, using hand tools.

  • Ignite fuel in burners, using torches or flames.

  • 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.

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

  • 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.

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

  • 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.

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

  • Weigh, measure, and record fuel used.

Technologies & Software

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

Alternative Job Titles