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Automation Risk Analysis

Will “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%

“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%

“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

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

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

  • 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.

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

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

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

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

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

  • Maintain stocks of machine parts and machining tools.

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles