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Automation Risk Analysis

Will “Machine Burrer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Machine Burrer” 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%

“Machine Burrer” 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

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

  • 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.

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

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

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

  • 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.

  • 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.

  • Maintain stocks of machine parts and machining tools.

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

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

Technologies & Software

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

Alternative Job Titles