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Automation Risk Analysis

Will “Sample Grinder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Sample 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%

“Sample 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

  • 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.

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

  • 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.

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

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

  • 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.

  • Maintain stocks of machine parts and machining tools.

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

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles