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Automation Risk Analysis

Will “Furnace Plant 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 Plant 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 Plant 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

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

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

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

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

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

  • 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.

  • Defrost frozen valves, using steam hoses.

  • 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.

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

  • Calculate material requirements or yields according to formulas.

  • 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.

  • Repair or replace damaged equipment.

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

  • Gauge tank levels, using calibrated rods.

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

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

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