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Automation Risk Analysis

Will “Polisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“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%

“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

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

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

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

  • 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.

  • 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.

  • 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.

  • 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.

  • Slide spacers between buffs on spindles to set spacing.

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles