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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

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

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

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

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

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

  • Gauge tank levels, using calibrated rods.

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

  • Calculate material requirements or yields according to formulas.

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

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

  • 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.

  • Defrost frozen valves, using steam hoses.

  • Repair or replace damaged equipment.

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

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

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

  • 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.

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

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

Technologies & Software

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