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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

  • Investigate and report on accidents.

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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

  • 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.

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

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

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

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

  • 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.

  • Weigh, measure, and record fuel used.

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

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

  • Install burners and auxiliary equipment, using hand tools.

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

  • Ignite fuel in burners, using torches or flames.

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

Technologies & Software

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

Alternative Job Titles