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Automation Risk Analysis

Will “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%

“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%

“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

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

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

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

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

  • Discard or reject products, materials, or equipment not meeting 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 defect percentages or averages, using formulas and calculators.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles