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Automation Risk Analysis

Will “Process Control Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Process Control 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%

“Process Control 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

  • Calculate material requirements or yields according to formulas.

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

  • 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.

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

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

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

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

  • Repair or replace damaged equipment.

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

  • 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.

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

  • Defrost frozen valves, using steam hoses.

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

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

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

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

  • Gauge tank levels, using calibrated rods.

Technologies & Software

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