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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

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

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

  • Repair or replace damaged 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.

  • 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.

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

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

  • Gauge tank levels, using calibrated rods.

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

  • Calculate material requirements or yields according to formulas.

  • Defrost frozen valves, using steam hoses.

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

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

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

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

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

  • 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.

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

Technologies & Software

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