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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

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

  • Weigh, measure, and record fuel used.

  • Install burners and auxiliary equipment, using hand tools.

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

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

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

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

  • Investigate and report on accidents.

  • 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.

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

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

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

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

  • Ignite fuel in burners, using torches or flames.

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

  • 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.

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

  • 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.

  • 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.

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

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

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

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

Alternative Job Titles