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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 defect percentages or averages, using formulas and calculators.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles