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Automation Risk Analysis

Will “Bevel Polisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Bevel Polisher” 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 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

63%

“Bevel Polisher” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 63% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, or tend grinding and related tools that remove excess material or burrs from surfaces, sharpen edges or corners, or buff, hone, or polish metal or plastic work pieces.

Avg. Annual Salary $46,600
Avg. Hourly Wage $22.41
Available Jobs (US) 70,110
Job Title & Hierarchy Code (SOC) Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic #51-4033
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic”

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Core Skills & Abilities

  • Mount and position tools in machine chucks, spindles, or other tool holding devices, using hand tools.

  • Observe machine operations to detect any problems, making necessary adjustments to correct problems.

  • Compute machine indexings and settings for specified dimensions and base reference points.

  • Thread and hand-feed materials through machine cutters or abraders.

  • Repair or replace machine parts, using hand tools, or notify engineering personnel when corrective action is required.

  • Adjust air cylinders and setting stops to set traverse lengths and feed arm strokes.

  • Set up, operate, or tend grinding and related tools that remove excess material or burrs from surfaces, sharpen edges or corners, or buff, hone, or polish metal or plastic workpieces.

  • Slide spacers between buffs on spindles to set spacing.

  • Select machine tooling to be used, using knowledge of machine and production requirements.

  • Maintain stocks of machine parts and machining tools.

  • Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.

  • Measure workpieces and lay out work, using precision measuring devices.

  • Lift and position workpieces, manually or with hoists, and secure them in hoppers or on machine tables, faceplates, or chucks, using clamps.

  • Brush or spray lubricating compounds on workpieces, or turn valve handles and direct flow of coolant against tools and workpieces.

  • Set and adjust machine controls according to product specifications, using knowledge of machine operation.

  • Activate machine start-up switches to grind, lap, hone, debar, shear, or cut workpieces, according to specifications.

  • Inspect or measure finished workpieces to determine conformance to specifications, using measuring instruments, such as gauges or micrometers.

  • Move machine controls to index workpieces, and to adjust machines for pre-selected operational settings.

Technologies & Software

  • Mazak Mazatrol SMART CNC
  • Microsoft Office software
  • Cognex Vision AI
  • ABB AI Robotics
  • Microsoft Excel
  • Siemens Industrial AI
  • Microsoft Windows
  • SAP software
  • Autodesk AutoCAD
  • Rockwell Automation AI
  • Manufacturing reporting system
  • Sight Machine AI
  • Bench clamps
  • Barrel finishing machines
  • Hand deburring tools
  • Digital radius gauges
  • Metal polishing machines
  • Metalworking surface plates
  • Coordinate measuring machines CMM
  • Universal grinding machines
  • Outer diameter OD grinders
  • Bore gauges
  • Angle grinders
  • Gage blocks
  • Limit gauges
  • Power hoists
  • Surface grinding machines
  • Cylinder grinders
  • Inner diameter ID grinders
  • Computerized microscopes
  • Vernier calipers
  • Digital calipers
  • Pipe chamfering machines
  • Buffing machines
  • Digital comparators
  • Digital micrometers
  • Electric overhead travelling EOT cranes
  • Computer numerical control CNC grinding machines
  • Chuck wrenches
  • Gage pins

Alternative Job Titles