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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.

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

  • 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.

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

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

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

  • Repair or replace damaged equipment.

  • 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.

  • Gauge tank levels, using calibrated rods.

  • 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.

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

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

  • 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.

  • Defrost frozen valves, using steam hoses.

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

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

  • Calculate material requirements or yields according to formulas.

Technologies & Software

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