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Automation Risk Analysis

Will “Printed Circuit Boards Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Printed Circuit Boards 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%

“Printed Circuit Boards 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

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

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

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

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

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

  • 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.

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles