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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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles