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Automation Risk Analysis

Will “Diamond Sizer and Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Diamond Sizer and Sorter” 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%

“Diamond Sizer and Sorter” 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

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

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

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

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles