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Automation Risk Analysis

Will “Boiler Fireman” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Boiler Fireman” 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%

“Boiler Fireman” 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

  • 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.

  • Weigh, measure, and record fuel used.

  • 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.

  • 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.

  • 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.

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

  • 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.

  • 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.

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

  • Investigate and report on accidents.

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

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

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

  • Ignite fuel in burners, using torches or flames.

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

  • Install burners and auxiliary equipment, using hand tools.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles