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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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles