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Automation Risk Analysis

Will “Flat Polisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Flat 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%

“Flat 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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

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

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

  • 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.

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

  • Maintain stocks of machine parts and machining tools.

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles