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Automation Risk Analysis

Will “Integrated Circuits Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Integrated Circuits Inspector” 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%

“Integrated Circuits Inspector” 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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles