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Automation Risk Analysis

Will “Rotary Drum Tanner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #445 of 702. Estimated risk: 81.0%

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AI Exposure Risk

25%

“Rotary Drum Tanner” 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%

“Rotary Drum Tanner” 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

  • 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.

  • Examine and inspect machines to detect malfunctions.

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles