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Automation Risk Analysis

Will “Production Lapping 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%

“Production Lapping 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%

“Production Lapping 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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles