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Automation Risk Analysis

Will “Blade Grinder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Blade 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%

“Blade 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

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles