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Automation Risk Analysis

Will “Steam Plant Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Steam Plant 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%

“Steam Plant 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

  • 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.

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

  • Investigate and report on accidents.

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

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

  • 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 electrical systems to determine voltages, using voltage meters.

  • Weigh, measure, and record fuel used.

  • Ignite fuel in burners, using torches or flames.

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Install burners and auxiliary equipment, using hand tools.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles