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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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles