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Automation Risk Analysis

Will “Denitrator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Denitrator” 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%

“Denitrator” 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

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

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

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

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

  • 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.

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

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

  • Gauge tank levels, using calibrated rods.

  • Defrost frozen valves, using steam hoses.

  • Repair or replace damaged equipment.

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

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

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

  • Calculate material requirements or yields according to formulas.

  • 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.

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

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

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

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

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