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Automation Risk Analysis

Will “Exhaust Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #529 of 702. Estimated risk: 89.0%

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AI Exposure Risk

52%

“Exhaust 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%

“Exhaust 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

  • 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.

  • 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.

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

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

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

  • Ignite fuel in burners, using torches or flames.

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

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

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

  • 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.

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

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

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

  • 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.

  • Investigate and report on accidents.

  • Weigh, measure, and record fuel used.

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles