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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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles