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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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles