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Automation Risk Analysis

Will “Jewelry Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Jewelry Inspector” will maybe 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Jewelry Inspector” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Compute usable amounts of items in shipments.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Analyze test data, making computations as necessary, to determine test results.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Compute defect percentages or averages, using formulas and calculators.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Collect or select samples for testing or for use as models.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

Technologies & Software

  • Cybermetrics GAGETrak
  • Llama (Meta)
  • Wilcox Associates PC-DMIS Inspection Planner
  • FileMaker Pro
  • Gemini (Google)
  • Mastercam Design
  • Nova (Amazon)
  • Inspection marking systems
  • Structured query language SQL
  • Label inspection systems
  • Microsoft Word
  • Qwen (Alibaba)
  • Dassault Systemes SolidWorks
  • ABB AI Robotics
  • Microsoft SharePoint
  • Siemens Industrial AI
  • Computer-aided inspection software
  • Medical condition coding software
  • Statistical process control SPC data collection devices
  • Microsoft Visio
  • Microsoft Office software
  • Claude (Anthropic)
  • Design of experiments DOE software
  • Microsoft Access
  • Kimi (Moonshot AI)
  • SAP software
  • Mistral (Mistral AI)
  • R
  • Data entry software
  • Cognex Vision AI
  • Verisurf Metrology
  • ChatGPT (OpenAI)
  • Grok (xAI)
  • Coordinate measuring machine software
  • Database software
  • Apache Hive
  • Skype
  • Sight Machine AI
  • The MathWorks MATLAB
  • Apache Pig
  • Extensible markup language XML
  • Microsoft Outlook
  • Computer assisted design software
  • Selenium
  • Tolerance analysis software
  • Data analysis software
  • DeepSeek
  • Atlassian JIRA
  • Autodesk AutoCAD
  • Mastercam computer-aided design and manufacturing software
  • Minitab
  • IBM Lotus Notes
  • Microsoft Excel
  • Microsoft PowerPoint
  • Rockwell Automation AI
  • IBM Notes
  • Dassault Systemes CATIA
  • Hardness testers
  • Plotters
  • Resistance meters
  • In-circuit testers
  • Resistivity meters
  • Backplane testers
  • Logic test systems
  • Pulse generators
  • Strain gauges
  • Utrasonic flaw detectors
  • Forklifts
  • Hydraulic lifts
  • Sorting machines
  • Viscometers
  • Frequency meters
  • Pin gauges
  • Magnetic induction acceleration instruments
  • Moisture meters
  • Color spectrometers
  • Metallurgical microscopes
  • Resonance acceleration instruments
  • Verisurf CMM Master
  • Force transducers
  • Linear or mixed signal equipment
  • Ductility testers
  • Hipot testers
  • Magnetic particle flaw detectors
  • Digital voltmeters DVM
  • Multimeters
  • Digital multimeters
  • Return loss calibrator RLC passive component testers
  • Calipers
  • Thread gauges
  • Frequency counters
  • Bit error rate testers BERT
  • Compression testers
  • Power meters
  • Shock testers
  • Coordinate measuring machines CMM
  • Bubble leak testers
  • Pi tapes
  • Eddy current flaw detectors
  • Eddy current probes
  • Digital resistance thermometers
  • Mass flow leak testers
  • Depth gauges
  • Function generators
  • Personal computers
  • Plug gauges
  • Shear testers
  • Gloss meters
  • Beta gauges
  • Laser shearography flaw detectors
  • Conductivity meters
  • Radiographic flaw detectors
  • Impact toughness testers
  • Holographic interferometers
  • Direct current DC power testers
  • Penetrant flaw detectors
  • Micrometers
  • Optical gauges
  • Impact hammers
  • Signal generators
  • Measuring microscopes
  • Height gauges
  • Creep and stress relaxation testers
  • Continuity testers
  • Null-balance acceleration instruments
  • Capacitive acceleration instruments
  • Piezoelectric acceleration instruments
  • Verisurf 3Dgage
  • Overhead cranes
  • Laser thickness gauges
  • Sampling oscilloscopes
  • Optical comparators
  • Vibration and shaker systems
  • Printed circuit board PCB testers
  • Manufacturing defect analyzers MDA
  • Hydraulic pumps
  • Verisurf Master3DGage
  • Ammeters
  • Tensile testers
  • Environmental chambers
  • Industrial bench scales
  • Accelerometers
  • Calorimetric leak testers
  • Fatigue testers
  • Digital resistance meters

Alternative Job Titles