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Automation Risk Analysis

Will “Ring Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Ring 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%

“Ring 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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles