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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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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