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Automation Risk Analysis

Will “Enamel Buffer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Enamel Buffer” 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%

“Enamel Buffer” 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.

  • 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.

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

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

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

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

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles