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Automation Risk Analysis

Will “Bearingizer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Bearingizer” 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%

“Bearingizer” 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

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

  • Activate machine start-up switches to grind, lap, hone, debar, shear, or cut workpieces, according to specifications.

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

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

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

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

  • 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.

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles