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Automation Risk Analysis

Will “Fender Finisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Fender Finisher” 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%

“Fender Finisher” 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

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

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

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

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

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

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

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

  • Maintain stocks of machine parts and machining tools.

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

  • 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.

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

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

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

Technologies & Software

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

Alternative Job Titles