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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

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

  • Investigate and report on accidents.

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

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

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

  • Weigh, measure, and record fuel used.

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

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

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

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

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

  • 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.

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

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

  • Ignite fuel in burners, using torches or flames.

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

  • 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.

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

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

  • Install burners and auxiliary equipment, using hand tools.

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

  • 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.

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

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

Alternative Job Titles