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Automation Risk Analysis

Will “Furnace Utility Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Furnace Utility Operator” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“Furnace Utility Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Chemical Plant and System Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Control or operate entire chemical processes or system of machines.

Avg. Annual Salary $76,290
Avg. Hourly Wage $36.68
Available Jobs (US) 17,840
Job Title & Hierarchy Code (SOC) Chemical Plant and System Operators #51-8091
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Chemical Plant and System Operators”

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Core Skills & Abilities

  • Monitor recording instruments, flowmeters, panel lights, or other indicators and listen for warning signals to verify conformity of process conditions.

  • Interpret chemical reactions visible through sight glasses or on television monitors and review laboratory test reports for process adjustments.

  • Patrol work areas to ensure that solutions in tanks or troughs are not in danger of overflowing.

  • Gauge tank levels, using calibrated rods.

  • Calculate material requirements or yields according to formulas.

  • Regulate or shut down equipment during emergency situations, as directed by supervisory personnel.

  • Repair or replace damaged equipment.

  • Turn valves to regulate flow of products or byproducts through agitator tanks, storage drums, or neutralizer tanks.

  • Notify maintenance, stationary engineering, or other auxiliary personnel to correct equipment malfunctions or to adjust power, steam, water, or air supplies.

  • Start pumps to wash and rinse reactor vessels, to exhaust gases or vapors, to regulate the flow of oil, steam, air, or perfume to towers, or to add products to converter or blending vessels.

  • Inspect operating units, such as towers, soap-spray storage tanks, scrubbers, collectors, or driers to ensure that all are functioning and to maintain maximum efficiency.

  • Defrost frozen valves, using steam hoses.

  • Record operating data, such as process conditions, test results, or instrument readings.

  • Direct workers engaged in operating machinery that regulates the flow of materials and products.

  • Supervise the cleaning of towers, strainers, or spray tips.

  • Confer with technical and supervisory personnel to report or resolve conditions affecting safety, efficiency, or product quality.

  • Control or operate chemical processes or systems of machines, using panelboards, control boards, or semi-automatic equipment.

  • Move control settings to make necessary adjustments on equipment units affecting speeds of chemical reactions, quality, or yields.

  • Draw samples of products and conduct quality control tests to monitor processing and to ensure that standards are met.

Technologies & Software

  • Kimi (Moonshot AI)
  • ChatGPT (OpenAI)
  • Grok (xAI)
  • Siemens Industrial AI
  • Alarm management system software
  • Nova (Amazon)
  • Coordinated incident management system CIMS software
  • Interlock shutdown systems
  • Microsoft Office software
  • Cognex Vision AI
  • Mistral (Mistral AI)
  • Distributed control system DCS
  • ABB AI Robotics
  • Llama (Meta)
  • Claude (Anthropic)
  • Gemini (Google)
  • Microsoft Word
  • Sight Machine AI
  • Microsoft Excel
  • DeepSeek
  • Qwen (Alibaba)
  • Rockwell Automation AI
  • Axial flow fans
  • Converter vessels
  • Air conditioning systems
  • Industrial fans
  • Mixing tanks
  • Centrifugal pumps
  • Belt conveyors
  • Conveyor feeders
  • Display screens
  • Reciprocating compressors
  • Storage drums
  • Positive displacement pumps
  • Collectors
  • Heating vessels
  • Neutralizer tanks
  • Blending vessels
  • Bourdon tubes
  • Panelboards
  • Thermocouples
  • Wet scrubbers
  • Control boards
  • Fire extinguishers
  • Industrial liquid flowmeters
  • Steam hoses
  • Centrifugal compressors
  • Capacitance probes
  • Centrifugal fans
  • Desktop computers
  • Recording calorimeters
  • Boilers
  • Effluent treatment systems
  • Digital surface thermometers
  • Distillation columns
  • Silencers
  • Agitator tanks
  • Hydraulic accumulators
  • Thermocouple temperature probes
  • Rotary pumps
  • Chemical reactor vessels
  • Barometers
  • Gas analyzers
  • Soap-spray storage tanks
  • Pressure gauges
  • Screw conveyors
  • Tensometers
  • Viscometers
  • Steam turbines
  • Radiographic detecting instruments
  • Personal protective equipment
  • Bucket elevators
  • Hoppers
  • Panel lights
  • Industrial dryers
  • Reciprocating pumps
  • Humidifiers
  • Cooling towers
  • Chain conveyors
  • Refrigeration systems
  • Calibrated rods
  • Manometers