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Automation Risk Analysis

Will “Satin Finisher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #624 of 702. Estimated risk: 95.0%

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AI Exposure Risk

45%

“Satin 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%

“Satin 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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Maintain stocks of machine parts and machining tools.

  • Slide spacers between buffs on spindles to set spacing.

Technologies & Software

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

Alternative Job Titles