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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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles