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Automation Risk Analysis

Will “Diamond Die Polisher” be Automated?

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AI Exposure Risk

45%

“Diamond Die Polisher” 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

48%

“Diamond Die Polisher” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 48% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Gem and Diamond Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Fabricate, finish, or evaluate the quality of gems and diamonds used in jewelry or industrial tools.

Job Title & Hierarchy Code (SOC) Gem and Diamond Workers #51-9071.06
ℹ️

Data is based on the reference occupation: “Gem and Diamond Workers”

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Core Skills & Abilities

  • Advise customers and others on the best use of gems to create attractive jewelry items.

  • Assign polish, symmetry, and clarity grades to stones, according to established grading systems.

  • Sort rough diamonds into categories based on shape, size, color, and quality.

  • Select shaping wheels for tasks, and mix and apply abrasives, bort, or polishing compounds.

  • Examine diamonds or gems to ascertain the shape, cut, and width of cut stones, or to select the cuts that will result in the biggest, best quality stones.

  • Immerse stones in prescribed chemical solutions to determine specific gravities and key properties of gemstones or substitutes.

  • Examine gems during processing to ensure accuracy of angles and positions of cuts or bores, using magnifying glasses, loupes, or shadowgraphs.

  • Identify and document stones' clarity characteristics, using plot diagrams.

  • Hold stones, gems, dies, or styluses against rotating plates, wheels, saws, or slitters to cut, shape, slit, grind, or polish them.

  • Secure gems or diamonds in holders, chucks, dops, lapidary sticks, or blocks for cutting, polishing, grinding, drilling, or shaping.

  • Estimate wholesale and retail value of gems, following pricing guides, market fluctuations, and other relevant economic factors.

  • Dismantle lapping, boring, cutting, polishing, and shaping equipment and machinery to clean and lubricate it.

  • Measure sizes of stones' bore holes and cuts to ensure adherence to specifications, using precision measuring instruments.

  • Examine gem surfaces and internal structures, using polariscopes, refractometers, microscopes, and other optical instruments, to differentiate between stones, to identify rare specimens, or to detect flaws, defects, or peculiarities affecting gem values.

Technologies & Software

  • Jewelry design software
  • Cognex Vision AI
  • Spectrophotometer analysis software
  • Siemens Industrial AI
  • Sight Machine AI
  • Web browser software
  • Business accounting software
  • GemCad
  • Inventory tracking software
  • ABB AI Robotics
  • Gem identification databases
  • Rockwell Automation AI
  • Ultrasonic cleaners
  • Trim saws
  • Diamond saws
  • Glass bevelers
  • Digital polariscopes
  • Gem drills
  • Glass cutting saws
  • Sphere machines
  • Mini bench vises
  • Revolving saws
  • Precision rulers
  • Rock picks
  • Stone polishers
  • Angle grinders
  • Vibrating laps
  • Steam cleaners
  • Cross peen hammers
  • Glass polishers
  • Chipping hammers
  • Lapidary slitters
  • Precision file sets
  • Polishing wheels
  • Piezo microtorches
  • Bead drilling vises
  • Crack hammers
  • Digital micrometers
  • Vibratory tumblers
  • Bench refractometers
  • Polishing laps
  • Digital still cameras
  • Cutting laps
  • Jewelers' mandrels
  • Laser engraving tools
  • Optically magnified facet machines
  • Mini hand clamps
  • Diamond grinders
  • Lapidary units
  • Arbors
  • Jewelers' loupes
  • Thermal conductivity testers
  • Digital balances
  • Ultraviolet UV lights
  • Faceting machines
  • Inspection microscopes
  • Mini drills
  • Spectrophotometers
  • Grinders
  • Ring saws
  • Jewelers kits
  • Precision tape measures
  • Jewelers' hammers
  • Diamond girding lathes
  • Digital calipers
  • Specific gravity liquid sets
  • Handheld magnifiers
  • Belt sanders