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Automation Risk Analysis

Will “Plant Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Plant Associate” 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%

“Plant Associate” 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

  • 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.

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

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

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

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

  • Defrost frozen valves, using steam hoses.

  • 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.

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

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

  • Gauge tank levels, using calibrated rods.

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

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

  • Repair or replace damaged equipment.

  • Calculate material requirements or yields according to formulas.

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

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

  • 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.

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

Technologies & Software

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