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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

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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles