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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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

Technologies & Software

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

Alternative Job Titles