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Automation Risk Analysis

Will “Fiberglass Product Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Fiberglass Product 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%

“Fiberglass Product 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

  • 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.

  • 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.

  • 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.

  • Position products, components, or parts for testing.

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles