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Automation Risk Analysis

Will “Boiler Room Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Boiler Room Operator” 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 Room Operator” 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

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

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

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

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

  • Install burners and auxiliary equipment, 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.

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

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

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

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

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

  • Investigate and report on accidents.

  • 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.

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

  • Weigh, measure, and record fuel used.

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

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

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

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

  • 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.

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

  • 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.

  • Ignite fuel in burners, using torches or flames.

Technologies & Software

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

Alternative Job Titles