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Automation Risk Analysis

Will “Automotive Tire Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Automotive Tire Tester” 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%

“Automotive Tire Tester” 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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles