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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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles