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Automation Risk Analysis

Will “Bucket Wash Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Bucket Wash 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%

“Bucket Wash 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

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

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

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

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

  • 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.

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

  • Gauge tank levels, using calibrated rods.

  • Calculate material requirements or yields according to formulas.

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

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

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

  • 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.

  • Repair or replace damaged equipment.

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

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

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

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

Technologies & Software

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