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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

  • 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.

  • 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.

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

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

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

  • Investigate and report on accidents.

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

  • Install burners and auxiliary equipment, using hand tools.

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

  • Ignite fuel in burners, using torches or flames.

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

  • Weigh, measure, and record fuel used.

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

  • 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 electrical systems to determine voltages, using voltage meters.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles