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Automation Risk Analysis

Will “Tire Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Tire Inspector” 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 Inspector” 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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles