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Automation Risk Analysis

Will “Pipe Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Pipe 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%

“Pipe 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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

Alternative Job Titles