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Automation Risk Analysis

Will “Tooth Grinder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Tooth 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 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

63%

“Tooth 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 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

  • 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.

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles