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Automation Risk Analysis

Will “Jewel Bearing Grinder” 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 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%

“Jewel Bearing 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

  • 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.

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

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

  • Slide spacers between buffs on spindles to set spacing.

  • 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.

  • 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.

  • 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.

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

  • 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.

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

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

  • Maintain stocks of machine parts and machining tools.

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

Technologies & Software

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

Alternative Job Titles