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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

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

  • Investigate and report on accidents.

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

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

  • Weigh, measure, and record fuel used.

  • 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.

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

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles