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Automation Risk Analysis

Will “Chemical 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%

“Chemical 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%

“Chemical 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

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

  • 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.

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

  • 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.

  • Defrost frozen valves, using steam hoses.

  • Gauge tank levels, using calibrated rods.

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

  • Repair or replace damaged equipment.

Technologies & Software

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