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Automation Risk Analysis

Will “Tire Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Tire 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%

“Tire 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.

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles