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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

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

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

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

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

  • Defrost frozen valves, using steam hoses.

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

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

  • 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.

  • 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.

  • Calculate material requirements or yields according to formulas.

  • Repair or replace damaged equipment.

  • 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.

  • 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.

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

  • Gauge tank levels, using calibrated rods.

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

Technologies & Software

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