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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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles