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Automation Risk Analysis

Will “Air Conditioning Engineer (AC Engineer)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Air Conditioning Engineer (AC 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%

“Air Conditioning Engineer (AC 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

  • Weigh, measure, and record fuel used.

  • 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.

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

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

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

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

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

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

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

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

  • Install burners and auxiliary equipment, using hand tools.

  • 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.

  • 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.

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

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

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

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

  • 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.

  • Investigate and report on accidents.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles