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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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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