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Automation Risk Analysis

Will “Pivot Maker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Pivot Maker” 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%

“Pivot Maker” 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.

  • 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.

  • Maintain stocks of machine parts and machining tools.

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

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

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

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles