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Automation Risk Analysis

Will “Brass Burnisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Brass Burnisher” 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%

“Brass Burnisher” 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

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

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

  • 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.

  • 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.

  • 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.

  • Slide spacers between buffs on spindles to set spacing.

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

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

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

  • 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.

  • Maintain stocks of machine parts and machining tools.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles