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Automation Risk Analysis

Will “Blade Sharpener” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Blade Sharpener” 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%

“Blade Sharpener” 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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

  • 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.

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

  • Maintain stocks of machine parts and machining tools.

Technologies & Software

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

Alternative Job Titles