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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 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Ignite fuel in burners, using torches or flames.

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

  • 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.

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

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

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

  • Weigh, measure, and record fuel used.

  • Investigate and report on accidents.

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

Technologies & Software

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

Alternative Job Titles