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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

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

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

  • Gauge tank levels, using calibrated rods.

  • Repair or replace damaged equipment.

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

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

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

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

  • Calculate material requirements or yields according to formulas.

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

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

  • 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.

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

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

  • Defrost frozen valves, using steam hoses.

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

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

  • 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.

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

Technologies & Software

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