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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.

  • Defrost frozen valves, using steam hoses.

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

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

  • 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.

  • 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.

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

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

  • Gauge tank levels, using calibrated rods.

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

  • 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.

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

  • Repair or replace damaged equipment.

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

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

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

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

Technologies & Software

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