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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.

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

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

  • 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.

  • 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.

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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