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Automation Risk Analysis

Will “Polishing Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Polishing Machine Operator” 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%

“Polishing Machine Operator” 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.

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

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

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

  • Maintain stocks of machine parts and machining tools.

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

  • 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.

  • 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.

  • 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.

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

Technologies & Software

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

Alternative Job Titles