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Automation Risk Analysis

Will “Semiconductor Packages 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 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 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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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  • Verisurf Metrology
  • Dassault Systemes CATIA
  • Microsoft Access
  • Skype
  • Mastercam Design
  • Autodesk AutoCAD
  • R
  • ChatGPT (OpenAI)
  • Siemens Industrial AI
  • Computer assisted design software
  • ABB AI Robotics
  • Database software
  • Grok (xAI)
  • Microsoft Office software
  • Statistical process control SPC data collection devices
  • Microsoft Excel
  • Gemini (Google)
  • Structured query language SQL
  • Selenium
  • Computer-aided inspection software
  • Minitab
  • Microsoft PowerPoint
  • IBM Notes
  • The MathWorks MATLAB
  • Microsoft Word
  • Atlassian JIRA
  • Rockwell Automation AI
  • Microsoft Visio
  • Microsoft Outlook
  • IBM Lotus Notes
  • Coordinate measuring machine software
  • Llama (Meta)
  • Tolerance analysis software
  • SAP software
  • Cybermetrics GAGETrak
  • Design of experiments DOE software
  • Inspection marking systems
  • Dassault Systemes SolidWorks
  • Nova (Amazon)
  • Data entry software
  • DeepSeek
  • Mastercam computer-aided design and manufacturing software
  • Wilcox Associates PC-DMIS Inspection Planner
  • Medical condition coding software
  • Extensible markup language XML
  • Resistance meters
  • Metallurgical microscopes
  • Environmental chambers
  • Utrasonic flaw detectors
  • Industrial bench scales
  • Magnetic particle flaw detectors
  • Impact hammers
  • Direct current DC power testers
  • Bubble leak testers
  • Impact toughness testers
  • Calipers
  • Digital multimeters
  • Beta gauges
  • Verisurf 3Dgage
  • Calorimetric leak testers
  • Continuity testers
  • Manufacturing defect analyzers MDA
  • Radiographic flaw detectors
  • Sampling oscilloscopes
  • Laser shearography flaw detectors
  • Ammeters
  • Power meters
  • Linear or mixed signal equipment
  • Pi tapes
  • Resistivity meters
  • Coordinate measuring machines CMM
  • Piezoelectric acceleration instruments
  • Digital resistance meters
  • Hardness testers
  • Compression testers
  • Hipot testers
  • Multimeters
  • Measuring microscopes
  • Pulse generators
  • Hydraulic lifts
  • Printed circuit board PCB testers
  • Plotters
  • Holographic interferometers
  • Depth gauges
  • Pin gauges
  • Function generators
  • Accelerometers
  • Gloss meters
  • In-circuit testers
  • Verisurf CMM Master
  • Penetrant flaw detectors
  • Shear testers
  • Color spectrometers
  • Micrometers
  • Bit error rate testers BERT
  • Digital voltmeters DVM
  • Height gauges
  • Optical comparators
  • Creep and stress relaxation testers
  • Viscometers
  • Frequency counters
  • Hydraulic pumps
  • Laser thickness gauges
  • Null-balance acceleration instruments
  • Sorting machines
  • Thread gauges
  • Eddy current probes
  • Forklifts
  • Logic test systems
  • Tensile testers
  • Fatigue testers
  • Capacitive acceleration instruments
  • Eddy current flaw detectors
  • Vibration and shaker systems
  • Optical gauges
  • Magnetic induction acceleration instruments
  • Frequency meters
  • Moisture meters
  • Return loss calibrator RLC passive component testers
  • Plug gauges
  • Verisurf Master3DGage
  • Personal computers
  • Ductility testers
  • Signal generators
  • Resonance acceleration instruments
  • Mass flow leak testers
  • Backplane testers
  • Overhead cranes
  • Digital resistance thermometers
  • Strain gauges
  • Force transducers
  • Shock testers
  • Conductivity meters

Alternative Job Titles