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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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles