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Automation Risk Analysis

Will “Laboratory Apparatus Glass Grinder (Lab Apparatus Glass Grinder)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #652 of 702. Estimated risk: 97.0%

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AI Exposure Risk

50%

“Laboratory Apparatus Glass Grinder (Lab Apparatus Glass Grinder)” will probably 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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

60%

“Laboratory Apparatus Glass Grinder (Lab Apparatus Glass Grinder)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 60% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, or tend machines to crush, grind, or polish materials, such as coal, glass, grain, stone, food, or rubber.

Avg. Annual Salary $49,400
Avg. Hourly Wage $23.75
Available Jobs (US) 28,550
Job Title & Hierarchy Code (SOC) Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders #51-9021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders”

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Core Skills & Abilities

  • Transfer materials, supplies, and products between work areas, using moving equipment and hand tools.

  • Clean work areas.

  • Inspect chains, belts, or scrolls for signs of wear.

  • Clean, adjust, and maintain equipment, using hand tools.

  • Turn valves to regulate the moisture contents of materials.

  • Load materials into machinery and equipment, using hand tools.

  • Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.

  • Test samples of materials or products to ensure compliance with specifications, using test equipment.

  • Move controls to start, stop, or adjust machinery and equipment that crushes, grinds, polishes, or blends materials.

  • Reject defective products and readjust equipment to eliminate problems.

  • Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.

  • Set mill gauges to specified fineness of grind.

  • Examine materials, ingredients, or products, visually or with hands, to ensure conformance to established standards.

  • Mark bins as to types of mixtures stored.

  • Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.

  • Record data from operations, testing, and production on specified forms.

  • Read work orders to determine production specifications and information.

  • Notify supervisors of needed repairs.

  • Add or mix chemicals and ingredients for processing, using hand tools or other devices.

  • Collect samples of materials or products for laboratory testing.

  • Dislodge and clear jammed materials or other items from machinery and equipment, using hand tools.

Technologies & Software

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  • Siemens Industrial AI
  • ABB AI Robotics
  • Sight Machine AI
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  • Microsoft Excel
  • Layout squares
  • Mini loaders
  • Adjustable wrenches
  • Straight screwdrivers
  • Mallets
  • Ammeters
  • Safety goggles
  • Personal computers
  • Forklifts
  • Claw hammers
  • Power grinders
  • Belt scales
  • Power drills
  • Overhead cranes
  • Holding clamps
  • Scrapers
  • Picks
  • Desktop computers
  • Grease guns
  • Measuring tapes
  • Handtrucks
  • Socket wrench sets
  • Chipping hammers
  • Ratchets
  • Comealongs
  • Locking pliers
  • Wire brushes
  • Hole punches
  • Front end loaders
  • Dollies
  • Phillips head screwdrivers
  • Pry bars
  • Utility knives
  • Hole cutters
  • Protective ear plugs
  • Material-hoisting slings
  • Pressurized air cleaners

Alternative Job Titles