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Automation Risk Analysis

Will “Pressure Controller” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Pressure Controller” 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%

“Pressure Controller” 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.

  • Repair or replace damaged equipment.

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

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

  • Gauge tank levels, using calibrated rods.

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

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

  • 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.

  • 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.

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

  • Calculate material requirements or yields according to formulas.

  • 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.

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

  • 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.

Technologies & Software

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