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Automation Risk Analysis

Will “Sand Bobber” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Sand Bobber” 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%

“Sand Bobber” 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

  • Observe machine operations to detect any problems, making necessary adjustments to correct problems.

  • 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.

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

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

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

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles