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Automation Risk Analysis

Will “Flute Grinder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Flute 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%

“Flute 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

  • 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.

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

  • Slide spacers between buffs on spindles to set spacing.

  • 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.

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

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

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

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

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

  • Maintain stocks of machine parts and machining tools.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles