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Automation Risk Analysis

Will “Ventilation Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Ventilation Worker” 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%

“Ventilation Worker” 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

  • 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.

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

  • 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.

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

  • 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.

  • 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.

  • 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.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

  • Ignite fuel in burners, using torches or flames.

Technologies & Software

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

Alternative Job Titles