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Automation Risk Analysis

Will “Ammonia Still Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Ammonia Still 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%

“Ammonia Still 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.

  • Gauge tank levels, using calibrated rods.

  • 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.

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

  • Repair or replace damaged equipment.

  • 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.

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

  • 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.

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

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

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

  • Defrost frozen valves, using steam hoses.

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

  • Calculate material requirements or yields according to formulas.

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

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

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

Technologies & Software

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