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Automation Risk Analysis

Will “Keg Washer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #445 of 702. Estimated risk: 81.0%

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AI Exposure Risk

25%

“Keg 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%

“Keg 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

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

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

  • 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.

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

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

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

  • Examine and inspect machines to detect malfunctions.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles