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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

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

  • 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.

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

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

  • 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.

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

  • Repair or replace damaged equipment.

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

  • Calculate material requirements or yields according to formulas.

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

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

  • Defrost frozen valves, using steam hoses.

  • 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.

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

  • Gauge tank levels, using calibrated rods.

  • 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.

Technologies & Software

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