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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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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

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

Alternative Job Titles