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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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Alternative Job Titles