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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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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