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Automation Risk Analysis

Will “Wool Washer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #445 of 702. Estimated risk: 81.0%

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AI Exposure Risk

25%

“Wool Washer” will almost certainly not 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 25% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

57%

“Wool Washer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 57% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or tend machines to wash or clean products, such as barrels or kegs, glass items, tin plate, food, pulp, coal, plastic, or rubber, to remove impurities.

Avg. Annual Salary $43,380
Avg. Hourly Wage $20.86
Available Jobs (US) 13,890
Job Title & Hierarchy Code (SOC) Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders #51-9192
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders”

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Core Skills & Abilities

  • Operate or tend machines to wash and remove impurities from items such as barrels or kegs, glass products, tin plate surfaces, dried fruit, pulp, animal stock, coal, manufactured articles, plastic, or rubber.

  • Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.

  • Record gauge readings, materials used, processing times, or test results in production logs.

  • Adjust, clean, and lubricate mechanical parts of machines, using hand tools and grease guns.

  • Add specified amounts of chemicals to equipment at required times to maintain solution levels and concentrations.

  • Measure, weigh, or mix cleaning solutions, using measuring tanks, calibrated rods or suction tubes.

  • Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.

  • Examine and inspect machines to detect malfunctions.

  • Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.

  • Drain, clean, and refill machines or tanks at designated intervals, using cleaning solutions or water.

  • Load machines with objects to be processed and unload them after cleaning, placing them on conveyors or racks.

Technologies & Software

  • Siemens Industrial AI
  • Cognex Vision AI
  • Microsoft Word
  • Rockwell Automation AI
  • Microsoft Excel
  • ABB AI Robotics
  • Sight Machine AI
  • Calibrated measuring rods
  • Electric pallet jacks
  • Safety gloves
  • Floor scrubbers
  • Eye protection
  • Steam lines
  • Foamers
  • Hydro blasting equipment
  • Scissor lifts
  • Clean in place CIP systems
  • Conveyor systems
  • Suction hoses
  • Wet mops
  • Adjustable handwrenches
  • Multipurpose screwdrivers
  • Vacuum trucks
  • Multipurpose hammers
  • Personal computers
  • Water pumps
  • Air purifying respirators
  • Wheeled forklifts
  • Measuring tanks
  • Water agitators
  • Hearing protection plugs
  • Grease dispensing guns
  • High speed buffers
  • Machine thermometers
  • Cleaning scrapers

Alternative Job Titles