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Automation Risk Analysis

Will “Swing Grinder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Swing 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%

“Swing 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

  • 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.

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

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

  • 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.

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles