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Automation Risk Analysis

Will “Electronics Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Electronics 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%

“Electronics 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

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

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

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

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles