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Automation Risk Analysis

Will “Tire Balancer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Tire Balancer” 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 Balancer” 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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

  • 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.

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

Technologies & Software

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

Alternative Job Titles