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Automation Risk Analysis

Will “Breaker Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Breaker 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%

“Breaker 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

  • 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.

  • 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.

  • 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.

  • Ignite fuel in burners, using torches or flames.

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

  • Investigate and report on accidents.

  • 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.

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

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

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

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

  • 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.

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

  • 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.

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

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

  • Weigh, measure, and record fuel used.

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

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

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

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

Technologies & Software

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

Alternative Job Titles