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Automation Risk Analysis

Will “Belt Polisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Belt 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%

“Belt 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

  • 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.

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

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

  • 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.

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

  • 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.

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

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

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

  • Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.

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

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

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

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

Technologies & Software

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

Alternative Job Titles