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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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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  • Label inspection systems
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  • Fatigue testers
  • Magnetic induction acceleration instruments
  • Verisurf 3Dgage
  • Accelerometers
  • Shock testers
  • Digital resistance thermometers
  • Magnetic particle flaw detectors
  • Conductivity meters
  • Moisture meters
  • Environmental chambers
  • Resistivity meters
  • Optical gauges
  • Impact toughness testers
  • Hardness testers
  • Linear or mixed signal equipment
  • Direct current DC power testers
  • Laser thickness gauges
  • Backplane testers
  • Holographic interferometers
  • Radiographic flaw detectors
  • Compression testers
  • Viscometers
  • Multimeters
  • Bubble leak testers
  • Force transducers
  • Hydraulic pumps
  • Metallurgical microscopes
  • Digital multimeters
  • Forklifts
  • Continuity testers
  • Resonance acceleration instruments
  • Resistance meters
  • Beta gauges
  • Return loss calibrator RLC passive component testers
  • Micrometers
  • Bit error rate testers BERT
  • Frequency meters
  • Printed circuit board PCB testers
  • Verisurf Master3DGage
  • Null-balance acceleration instruments
  • Vibration and shaker systems
  • Measuring microscopes
  • Digital resistance meters
  • Ductility testers
  • Function generators
  • Overhead cranes
  • Calipers
  • Utrasonic flaw detectors
  • Personal computers
  • Creep and stress relaxation testers
  • Frequency counters
  • Impact hammers
  • Laser shearography flaw detectors
  • Power meters
  • Hydraulic lifts
  • Eddy current flaw detectors
  • Pulse generators
  • Manufacturing defect analyzers MDA
  • In-circuit testers
  • Optical comparators
  • Coordinate measuring machines CMM
  • Eddy current probes
  • Piezoelectric acceleration instruments
  • Ammeters
  • Hipot testers
  • Sorting machines
  • Capacitive acceleration instruments
  • Strain gauges
  • Signal generators
  • Penetrant flaw detectors
  • Mass flow leak testers
  • Plug gauges
  • Logic test systems
  • Pin gauges
  • Color spectrometers
  • Industrial bench scales
  • Gloss meters
  • Shear testers
  • Calorimetric leak testers
  • Digital voltmeters DVM
  • Height gauges
  • Sampling oscilloscopes
  • Thread gauges
  • Pi tapes
  • Depth gauges
  • Plotters
  • Verisurf CMM Master
  • Tensile testers

Alternative Job Titles