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Automation Risk Analysis

Will “Jewel Bearing Polisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Jewel Bearing Polisher” 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%

“Jewel Bearing Polisher” 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

  • 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.

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

  • Maintain stocks of machine parts and machining tools.

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles