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Automation Risk Analysis

Will “Front 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%

“Front 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%

“Front 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.

  • 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.

  • Gauge tank levels, using calibrated rods.

  • 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.

  • 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.

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

  • 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.

  • Calculate material requirements or yields according to formulas.

  • Defrost frozen valves, using steam hoses.

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

  • 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.

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

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

  • Repair or replace damaged equipment.

Technologies & Software

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