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Automation Risk Analysis

Will “Test Desk Trouble Locator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Test Desk Trouble Locator” 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%

“Test Desk Trouble Locator” 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.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

Alternative Job Titles