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Automation Risk Analysis

Will “Steel Buffer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Steel Buffer” 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%

“Steel Buffer” 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

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

  • Maintain stocks of machine parts and machining tools.

  • Slide spacers between buffs on spindles to set spacing.

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles