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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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

  • 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.

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles