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Automation Risk Analysis

Will “Can Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Can 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%

“Can 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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles