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Automation Risk Analysis

Will “Balance Screwhead Polisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Balance Screwhead Polisher” 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%

“Balance Screwhead Polisher” 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

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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

  • Maintain stocks of machine parts and machining tools.

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

Technologies & Software

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

Alternative Job Titles