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Automation Risk Analysis

Will “Stove Polisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Stove 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%

“Stove 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.

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

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

  • 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.

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

  • Slide spacers between buffs on spindles to set spacing.

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

  • 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.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles