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Automation Risk Analysis

Will “Refrigeration Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Refrigeration 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%

“Refrigeration 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 mechanical hoppers and provide assistance in their adjustment and repair.

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

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

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

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

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

  • 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.

  • 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.

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

  • Ignite fuel in burners, using torches or flames.

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

  • 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.

  • Install burners and auxiliary equipment, using hand tools.

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

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

  • Investigate and report on accidents.

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

  • 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.

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

  • 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.

  • Weigh, measure, and record fuel used.

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

Technologies & Software

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

Alternative Job Titles