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Automation Risk Analysis

Will “Steam Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Steam Engineer” 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%

“Steam Engineer” 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.

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

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

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

  • 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.

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

  • 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.

  • Ignite fuel in burners, using torches or flames.

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

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

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

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

  • 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.

  • 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.

  • 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.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles