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Automation Risk Analysis

Will “Tire Mold 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 Mold 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 Mold 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

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

  • 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.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles