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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

  • Weigh, measure, and record fuel used.

  • Ignite fuel in burners, using torches or flames.

  • 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.

  • Investigate and report on accidents.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

  • Install burners and auxiliary equipment, using hand tools.

Technologies & Software

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

Alternative Job Titles