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Automation Risk Analysis

Will “Bottom Polisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Bottom 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%

“Bottom 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

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

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

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

  • 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.

  • Slide spacers between buffs on spindles to set spacing.

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

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

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

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles