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Automation Risk Analysis

Will “Chemical Treatment Plant Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Chemical Treatment Plant Technician” 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 Treatment Plant Technician” 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

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

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

  • Calculate material requirements or yields according to formulas.

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

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

  • 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.

  • 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.

  • Repair or replace damaged equipment.

  • Defrost frozen valves, using steam hoses.

  • 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.

  • Gauge tank levels, using calibrated rods.

  • 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.

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

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

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

Technologies & Software

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