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Automation Risk Analysis

Will “Merchant Miller” be Automated?

Historical Context: Oxford Study (2013)

Ranked #652 of 702. Estimated risk: 97.0%

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AI Exposure Risk

50%

“Merchant Miller” 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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

60%

“Merchant Miller” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 60% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, or tend machines to crush, grind, or polish materials, such as coal, glass, grain, stone, food, or rubber.

Avg. Annual Salary $49,400
Avg. Hourly Wage $23.75
Available Jobs (US) 28,550
Job Title & Hierarchy Code (SOC) Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders #51-9021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders”

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Core Skills & Abilities

  • Add or mix chemicals and ingredients for processing, using hand tools or other devices.

  • Inspect chains, belts, or scrolls for signs of wear.

  • Read work orders to determine production specifications and information.

  • Mark bins as to types of mixtures stored.

  • Notify supervisors of needed repairs.

  • Load materials into machinery and equipment, using hand tools.

  • Reject defective products and readjust equipment to eliminate problems.

  • Move controls to start, stop, or adjust machinery and equipment that crushes, grinds, polishes, or blends materials.

  • Set mill gauges to specified fineness of grind.

  • Transfer materials, supplies, and products between work areas, using moving equipment and hand tools.

  • Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.

  • Dislodge and clear jammed materials or other items from machinery and equipment, using hand tools.

  • Record data from operations, testing, and production on specified forms.

  • Clean work areas.

  • Collect samples of materials or products for laboratory testing.

  • Clean, adjust, and maintain equipment, using hand tools.

  • Examine materials, ingredients, or products, visually or with hands, to ensure conformance to established standards.

  • Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.

  • Test samples of materials or products to ensure compliance with specifications, using test equipment.

  • Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.

  • Turn valves to regulate the moisture contents of materials.

Technologies & Software

  • SAP software
  • Rockwell Automation AI
  • Word processing software
  • Sight Machine AI
  • Email software
  • Cognex Vision AI
  • Spreadsheet software
  • Microsoft Office software
  • ABB AI Robotics
  • Microsoft Excel
  • Siemens Industrial AI
  • Microsoft Word
  • Pry bars
  • Claw hammers
  • Protective ear plugs
  • Personal computers
  • Ratchets
  • Power drills
  • Mallets
  • Scrapers
  • Chipping hammers
  • Power grinders
  • Adjustable wrenches
  • Socket wrench sets
  • Hole punches
  • Hole cutters
  • Layout squares
  • Desktop computers
  • Phillips head screwdrivers
  • Dollies
  • Safety goggles
  • Mini loaders
  • Comealongs
  • Handtrucks
  • Ammeters
  • Pressurized air cleaners
  • Grease guns
  • Holding clamps
  • Picks
  • Measuring tapes
  • Wire brushes
  • Straight screwdrivers
  • Utility knives
  • Locking pliers
  • Material-hoisting slings
  • Forklifts
  • Belt scales
  • Overhead cranes
  • Front end loaders

Alternative Job Titles