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Automation Risk Analysis

Will “Dinger” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Dinger” 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%

“Dinger” 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

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

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

  • Maintain stocks of machine parts and machining tools.

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

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

  • 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.

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles