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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

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

  • 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.

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

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

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

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

  • Teach pottery classes.

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

  • Operate gas or electric kilns to fire pottery pieces.

  • 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.

  • Design spaces to display pottery for sale.

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

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

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

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

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

  • Move pieces from wheels so that they can dry.

  • Operate pug mills to blend and extrude clay.

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

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

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

Technologies & Software

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