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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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

Technologies & Software

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

Alternative Job Titles