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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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles