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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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles