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Automation Risk Analysis

Will “Pugmill Operator” be Automated?

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AI Exposure Risk

34%

“Pugmill Operator” 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 34% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Pugmill Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 55% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Potters, Manufacturing, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate production machines such as pug mill, jigger machine, or potter's wheel to process clay in manufacture of ceramic, pottery and stoneware products.

Job Title & Hierarchy Code (SOC) Potters, Manufacturing #51-9195.05
ℹ️

Data is based on the reference occupation: “Potters, Manufacturing”

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Core Skills & Abilities

  • Examine finished ware for defects and measure dimensions, using rule and thickness gauge.

  • Verify accuracy of shapes and sizes of objects, using calipers and templates.

  • Attach handles to pottery pieces.

  • Operate gas or electric kilns to fire pottery pieces.

  • Raise and shape clay into wares, such as vases and pitchers, on revolving wheels, using hands, fingers, and thumbs.

  • Pack and ship pottery to stores or galleries for retail sale.

  • Press thumbs into centers of revolving clay to form hollows, and press on the inside and outside of emerging clay cylinders with hands and fingers, gradually raising and shaping clay to desired forms and sizes.

  • Perform test-fires of pottery to determine how to achieve specific colors and textures.

  • Start machine units and conveyors and observe lights and gauges on panel board to verify operational efficiency.

  • Design clay forms and molds, and decorations for forms.

  • Operate pug mills to blend and extrude clay.

  • Design spaces to display pottery for sale.

  • Prepare work for sale or exhibition, and maintain relationships with retail, pottery, art, and resource networks that can facilitate sale or exhibition of work.

  • Mix and apply glazes to pottery pieces, using tools, such as spray guns.

  • Move pieces from wheels so that they can dry.

  • Teach pottery classes.

  • Adjust pressures, temperatures, and trimming tool settings as required.

  • Adjust wheel speeds according to the feel of the clay as pieces enlarge and walls become thinner.

  • Position balls of clay in centers of potters' wheels, and start motors or pump treadles with feet to revolve wheels.

  • Operate drying chambers to dry or finish molded ceramic ware.

  • Pull wires through bases of articles and wheels to separate finished pieces.

  • Maintain supplies of tools, equipment, and materials, and order additional supplies as needed.

  • Smooth surfaces of finished pieces, using rubber scrapers and wet sponges.

Technologies & Software

  • Cognex Vision AI
  • Rockwell Automation AI
  • ABB AI Robotics
  • Microsoft Excel
  • Microsoft Outlook
  • Siemens Industrial AI
  • Sight Machine AI
  • Inventory control software
  • Mold trimming knives
  • Scoring tools
  • Clay presses
  • Thickness gauges
  • Banding wheels
  • Air compressors
  • Kiln glasses
  • Lace tools
  • Raku tongs
  • Personal computers
  • Grinding wheels
  • Gas kilns
  • Carving tools
  • Layout templates
  • Carving spatulas
  • Dipping tongs
  • Pottery wheels
  • Insulated gloves
  • Dust masks
  • Spray booths
  • Ceramics kilns
  • Dial calipers
  • Ball mills
  • Digital scales
  • Kiln gloves
  • Spring scales
  • Slip trail applicators
  • Air cleaners
  • Handheld sprayers
  • Slab rollers
  • Drying ovens
  • Clay extruders
  • Precision rulers
  • Tile cutters
  • Texturing brushes
  • Fettling knives
  • Hole cutters
  • Triple beam balances
  • Clay mixers
  • Cleanup tools
  • Oxyprobes
  • Pottery molds
  • Hake brushes
  • Conveyor feeding systems
  • Electric kilns
  • Portable pottery wheels
  • Pyrometers
  • Kick wheels
  • Safety glasses
  • Pug mills
  • Laptop computers
  • Clay cutters