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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

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles