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Automation Risk Analysis

Will “Semiconductor Wafers Cleaning Machine Tender” be Automated?

Historical Context: Oxford Study (2013)

Ranked #445 of 702. Estimated risk: 81.0%

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AI Exposure Risk

25%

“Semiconductor Wafers Cleaning Machine Tender” 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%

“Semiconductor Wafers Cleaning Machine Tender” 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

  • Examine and inspect machines to detect malfunctions.

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles