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Automation Risk Analysis

Will “Mirror Finishing 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%

“Mirror Finishing 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%

“Mirror Finishing 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

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

  • 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.

  • 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.

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles