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Automation Risk Analysis

Will “Air Grinder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Air Grinder” 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%

“Air Grinder” 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.

  • Maintain stocks of machine parts and machining tools.

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

Technologies & Software

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

Alternative Job Titles