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Automation Risk Analysis

Will “Humidifier Attendant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Humidifier Attendant” 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%

“Humidifier Attendant” 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.

  • 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.

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

  • 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.

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

  • Investigate and report on accidents.

  • 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.

  • Ignite fuel in burners, using torches or flames.

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

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

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

  • 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.

  • Weigh, measure, and record fuel used.

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

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

  • Install burners and auxiliary equipment, using hand tools.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles