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Automation Risk Analysis

Will “Ammonia Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Ammonia 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%

“Ammonia 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

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

  • 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.

  • Gauge tank levels, using calibrated rods.

  • Repair or replace damaged equipment.

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

  • Defrost frozen valves, using steam hoses.

  • 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.

  • 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.

  • 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.

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

  • 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.

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

  • Calculate material requirements or yields according to formulas.

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

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

Technologies & Software

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