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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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles