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Automation Risk Analysis

Will “Nitrogen Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Nitrogen 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%

“Nitrogen 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

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

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

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

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

  • 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.

  • Repair or replace damaged equipment.

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

  • 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.

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

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

  • Gauge tank levels, using calibrated rods.

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

  • 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.

  • 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.

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

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