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Automation Risk Analysis

Will “Acid Purification Equipment Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #416 of 702. Estimated risk: 76.0%

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AI Exposure Risk

51%

“Acid Purification Equipment 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

60%

“Acid Purification Equipment 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 60% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Chemical Equipment Operators and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or tend equipment to control chemical changes or reactions in the processing of industrial or consumer products. Equipment used includes devulcanizers, steam-jacketed kettles, and reactor vessels.

Avg. Annual Salary $59,800
Avg. Hourly Wage $28.75
Available Jobs (US) 127,410
Job Title & Hierarchy Code (SOC) Chemical Equipment Operators and Tenders #51-9011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Chemical Equipment Operators and Tenders”

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Core Skills & Abilities

  • Test product samples for specific gravity, chemical characteristics, pH levels, concentrations, or viscosities, or send them to laboratories for testing.

  • Notify maintenance engineers of equipment malfunctions.

  • Add treating or neutralizing agents to products, and pump products through filters or centrifuges to remove impurities or to precipitate products.

  • Estimate materials required for production and manufacturing of products.

  • Control or operate equipment in which chemical changes or reactions take place during the processing of industrial or consumer products.

  • Draw samples of products at specified stages so that analyses can be performed.

  • Direct activities of workers assisting in control or verification of processes or in unloading of materials.

  • Record operational data, such as temperatures, pressures, ingredients used, processing times, or test results.

  • Observe and compare colors and consistencies of products to instrument readings and to laboratory and standard test results.

  • Adjust controls to regulate temperature, pressure, feed, or flow of liquids or gases and times of prescribed reactions, according to knowledge of equipment and processes.

  • Observe safety precautions to prevent fires or explosions.

  • Read plant specifications to determine products, ingredients, or prescribed modifications of plant procedures.

  • Dump or scoop prescribed solid, granular, or powdered materials into equipment.

  • Inventory supplies received and consumed.

  • Drain equipment, and pump water or other solutions through to flush and clean tanks or equipment.

  • Open valves or start pumps, agitators, reactors, blowers, or automatic feed of materials.

  • Implement appropriate industrial emergency response procedures.

  • Monitor gauges, recording instruments, flowmeters, or products to ensure that specified conditions are maintained.

  • Make minor repairs, lubricate, and maintain equipment, using hand tools.

  • Measure, weigh, and mix chemical ingredients, according to specifications.

  • Inspect equipment or units to detect leaks or malfunctions, shutting equipment down, if necessary.

  • Patrol work areas to detect leaks or equipment malfunctions or to monitor operating conditions.

  • Flush or clean equipment, using steam hoses or mechanical reamers.

Technologies & Software

  • Cognex Vision AI
  • Operational databases
  • Microsoft Excel
  • Grok (xAI)
  • SAP software
  • Nova (Amazon)
  • Claude (Anthropic)
  • Llama (Meta)
  • Qwen (Alibaba)
  • ABB AI Robotics
  • Kimi (Moonshot AI)
  • Siemens Industrial AI
  • Microsoft Office software
  • Microsoft Word
  • Microsoft Outlook
  • Mistral (Mistral AI)
  • DeepSeek
  • Sight Machine AI
  • ChatGPT (OpenAI)
  • Gemini (Google)
  • Microsoft PowerPoint
  • IBM Notes
  • Rockwell Automation AI
  • Flow meters
  • Agitator tanks
  • Colorimeters
  • Self-contained breathing apparatus
  • Capacitance probes
  • Blowers
  • Vacuum pumps
  • Safety goggles
  • Batch dryers
  • Mechanical reamers
  • Fermentation chambers
  • Screwdrivers
  • Water softeners
  • Fractionators
  • Recovery units
  • Gear pumps
  • Reverse osmosis systems
  • Augers
  • Waxing buffers
  • Industrial dryers
  • Protective face shields
  • Positive displacement pumps
  • Screw conveyors
  • Drum dryers
  • Thermocouples
  • Packed towers
  • Industrial filters
  • Manometers
  • Cooling towers
  • Grease guns
  • Heat exchangers
  • Steam turbines
  • Air scrubbers
  • Respirators
  • Neutralizer tanks
  • Collectors
  • Air purifying respirators
  • Rotary cylindrical dryers
  • Catalytic converters
  • Two way radios
  • Chemical reactors
  • Brine concentrators
  • Axial flow fans
  • Pipe wrenches
  • Ladders
  • Chemical splash goggles
  • Centrifugal fans
  • Storage drums
  • Blending vessels
  • Fire blankets
  • Welding helmets
  • Media filters
  • Pressure gauges
  • Humidifiers
  • Liquid-liquid separators
  • Chain conveyors
  • Water clarifiers
  • Reciprocating pumps
  • Rotating equipment
  • Safety shoes
  • Thermocouple temperature probes
  • Spray dryers
  • Infrared spectroscopic equipment
  • Chemical reactor vessels
  • Personal protective equipment
  • Centrifugal pumps
  • Rotary pumps
  • Calibrated rods
  • Bucket elevators
  • Soap-spray storage tanks
  • Gas expanders
  • Reciprocating compressors
  • Barometers
  • Fire extinguishers
  • Crystallizers
  • Combustion gas turbines
  • Belt dryers
  • Filler presses
  • Digital surface thermometers
  • Spectrophotometers
  • Extractors
  • Pneumatic conveying dryers
  • Demineralizers
  • Gas-liquid separators
  • Steam hoses
  • Distillers
  • Bourdon tubes
  • Circulation heaters
  • Laboratory evaporators
  • Gas chromatographs GC
  • Hydraulic accumulators
  • Tray towers
  • Flame atomic absorption spectrophotometers
  • Continuous tray dryers
  • Reactors
  • Blenders
  • Belt conveyors

Alternative Job Titles