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Automation Risk Analysis

Will “Glass Beveler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #653 of 702. Estimated risk: 97.0%

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AI Exposure Risk

29%

“Glass Beveler” 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 29% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

69%

“Glass Beveler” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 69% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Grinding and Polishing Workers, Hand, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Grind, sand, or polish, using hand tools or hand-held power tools, a variety of metal, wood, stone, clay, plastic, or glass objects. Includes chippers, buffers, and finishers.

Avg. Annual Salary $43,550
Avg. Hourly Wage $20.94
Available Jobs (US) 11,850
Job Title & Hierarchy Code (SOC) Grinding and Polishing Workers, Hand #51-9022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Grinding and Polishing Workers, Hand”

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Core Skills & Abilities

  • Load and adjust workpieces onto equipment or work tables, using hand tools.

  • Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

  • Remove completed workpieces from equipment or work tables, using hand tools, and place workpieces in containers.

  • Move controls to adjust, start, or stop equipment during grinding and polishing processes.

  • Grind, sand, clean, or polish objects or parts to correct defects or to prepare surfaces for further finishing, using hand tools and power tools.

  • Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.

  • Select files or other abrasives, according to materials, sizes and shapes of workpieces, amount of stock to be removed, finishes specified, and steps in finishing processes.

  • Mark defects, such as knotholes, cracks, and splits, for repair.

  • File grooved, contoured, and irregular surfaces of metal objects, such as metalworking dies and machine parts, to conform to templates, other parts, layouts, or blueprint specifications.

  • Study blueprints or layouts to determine how to lay out workpieces or saw out templates.

  • Apply solutions and chemicals to equipment, objects, or parts, using hand tools.

  • Transfer equipment, objects, or parts to specified work areas, using moving devices.

  • Sharpen abrasive grinding tools, using machines and hand tools.

  • Record product and processing data on specified forms.

  • Repair and maintain equipment, objects, or parts, using hand tools.

  • Clean brass particles from files by drawing file cards through file grooves.

  • Trim, scrape, or deburr objects or parts, using chisels, scrapers, and other hand tools and equipment.

Technologies & Software

  • Microsoft Excel
  • Cognex Vision AI
  • Rockwell Automation AI
  • Siemens Industrial AI
  • ABB AI Robotics
  • Microsoft Word
  • Sight Machine AI
  • Belt sanders
  • Digital micrometers
  • Angle grinders
  • Buffing wheels
  • Finishers
  • Cleaning scrapers
  • Orbit polishers
  • Straight grinders
  • File cards
  • Power chippers
  • Precision file sets
  • Tire buffers
  • Digital height gauges
  • Air grinders
  • Electric sander-polishers
  • Measuring tapes
  • Dial indicators
  • Orbital sanders
  • Profile meters
  • Dial bore gauges
  • Pad sanders
  • Orbital buffers
  • Flat cold chisels