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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

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

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

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

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

  • 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.

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

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

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

  • Maintain stocks of machine parts and machining tools.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles