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Automation Risk Analysis

Will “Semiconductor Packages Leak Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Semiconductor Packages Leak 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%

“Semiconductor Packages Leak 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.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

  • 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.

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Alternative Job Titles