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Automation Risk Analysis

Will “Edging 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%

“Edging 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%

“Edging 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

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

  • 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.

  • 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.

  • 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.

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles