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Automation Risk Analysis

Will “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%

“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%

“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

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

  • Defrost frozen valves, using steam hoses.

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

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

  • Gauge tank levels, using calibrated rods.

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

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

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

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

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

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

  • Repair or replace damaged equipment.

  • 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.

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

  • 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.

  • 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.

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

  • Calculate material requirements or yields according to formulas.

Technologies & Software

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