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Automation Risk Analysis

Will “Blanching Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #445 of 702. Estimated risk: 81.0%

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AI Exposure Risk

25%

“Blanching Machine Operator” 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%

“Blanching Machine 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 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.

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

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

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

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

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

  • Examine and inspect machines to detect malfunctions.

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

  • 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.

Technologies & Software

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

Alternative Job Titles