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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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles