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Automation Risk Analysis

Will “Semiconductor Wafers 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 Wafers 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 Wafers 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles