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Automation Risk Analysis

Will “Loader Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Loader 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%

“Loader 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

  • 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.

  • Calculate material requirements or yields according to formulas.

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

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

  • 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.

  • Gauge tank levels, using calibrated rods.

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

  • Repair or replace damaged equipment.

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

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

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

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

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

  • Defrost frozen valves, using steam hoses.

  • 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.

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

  • 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.

Technologies & Software

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