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Automation Risk Analysis

Will “Refrigerating Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Refrigerating 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%

“Refrigerating 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

  • 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.

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

  • Install burners and auxiliary equipment, using hand tools.

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

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

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

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

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

  • Weigh, measure, and record fuel used.

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

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

  • 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.

  • 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.

  • 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.

  • 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.

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles