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Automation Risk Analysis

Will “Emery Grinder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Emery 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%

“Emery 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

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

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

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

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

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

  • 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.

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

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

  • Maintain stocks of machine parts and machining tools.

  • 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.

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

Technologies & Software

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

Alternative Job Titles