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Automation Risk Analysis

Will “Castings Trimmer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Castings Trimmer” 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%

“Castings Trimmer” 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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

  • Slide spacers between buffs on spindles to set spacing.

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

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

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

Technologies & Software

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

Alternative Job Titles