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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

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

  • 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.

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

  • 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.

  • 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.

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

  • 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.

  • 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.

  • Slide spacers between buffs on spindles to set spacing.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles