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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

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

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

  • 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.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles