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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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles