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Automation Risk Analysis

Will “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%

“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%

“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.

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

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

  • 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.

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

  • 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.

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

  • 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.

  • Maintain stocks of machine parts and machining tools.

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

  • 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

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

Alternative Job Titles