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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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles