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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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles