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Automation Risk Analysis

Will “Notch Grinder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Notch 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%

“Notch 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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Maintain stocks of machine parts and machining tools.

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

Technologies & Software

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

Alternative Job Titles