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Automation Risk Analysis

Will “Diamond Die Driller” be Automated?

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AI Exposure Risk

45%

“Diamond Die Driller” 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 Driller” 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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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