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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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles