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Automation Risk Analysis

Will “Oliving Machine Operator” be Automated?

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AI Exposure Risk

45%

“Oliving Machine 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 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

48%

“Oliving Machine Operator” 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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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