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Automation Risk Analysis

Will “Automatic 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%

“Automatic 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%

“Automatic 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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles