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Automation Risk Analysis

Will “Lawn Mower Sharpener” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Lawn Mower 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%

“Lawn Mower 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

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

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

  • 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.

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

Technologies & Software

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

Alternative Job Titles