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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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

Technologies & Software

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

Alternative Job Titles