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Automation Risk Analysis

Will “Tool 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%

“Tool 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%

“Tool 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

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

  • 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.

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles