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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

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

  • 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.

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

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

  • Maintain stocks of machine parts and machining tools.

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

Technologies & Software

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

Alternative Job Titles