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Automation Risk Analysis

Will “Electronics Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Electronics Tester” 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 Tester” 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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles