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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

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

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

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

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

  • Read work orders to determine production specifications and information.

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

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

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

  • Collect samples of materials or products for laboratory testing.

  • Turn valves to regulate the moisture contents of materials.

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

  • Notify supervisors of needed repairs.

  • Mark bins as to types of mixtures stored.

  • Set mill gauges to specified fineness of grind.

  • Clean work areas.

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

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

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

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

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

  • Reject defective products and readjust equipment to eliminate problems.

Technologies & Software

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

Alternative Job Titles