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Automation Risk Analysis

Will “Chemical Process 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 Process 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 Process 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.

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

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

  • 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.

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

  • Defrost frozen valves, using steam hoses.

  • Gauge tank levels, using calibrated rods.

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

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

  • 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.

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

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

  • Repair or replace damaged equipment.

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

  • Calculate material requirements or yields according to formulas.

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

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

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

Technologies & Software

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