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Automation Risk Analysis

Will “Test Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #98 of 702. Estimated risk: 2.5%

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AI Exposure Risk

59%

“Test Engineer” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Test Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Electronics Engineers, Except Computer, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, develop, or test electronic components and systems for commercial, industrial, military, or scientific use employing knowledge of electronic theory and materials properties. Design electronic circuits and components for use in fields such as telecommunications, aerospace guidance and propulsion control, acoustics, or instruments and controls.

Avg. Annual Salary $132,500
Avg. Hourly Wage $63.70
Available Jobs (US) 93,940
Job Title & Hierarchy Code (SOC) Electronics Engineers, Except Computer #17-2072
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Electronics Engineers, Except Computer”

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Core Skills & Abilities

  • Prepare, review, or maintain maintenance schedules, design documentation, or operational reports or charts.

  • Operate computer-assisted engineering or design software or equipment to perform electronics engineering tasks.

  • Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.

  • Plan or develop applications or modifications for electronic properties used in components, products, or systems to improve technical performance.

  • Develop or perform operational, maintenance, or testing procedures for electronic products, components, equipment, or systems.

  • Research or develop new green electronics technologies, such as lighting, optical data storage devices, or energy efficient televisions.

  • Prepare engineering sketches or specifications for construction, relocation, or installation of equipment, facilities, products, or systems.

  • Analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.

  • Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.

  • Represent employer at conferences, meetings, boards, panels, committees, or working groups to present, explain, or defend findings or recommendations, negotiate compromises or agreements, or exchange information.

  • Prepare budget or cost estimates for equipment, construction, or installation projects or control expenditures.

  • Investigate green consumer electronics applications for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.

  • Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.

  • Recommend repair or design modifications of electronics components or systems, based on factors such as environment, service, cost, or system capabilities.

  • Inspect electronic equipment, instruments, products, or systems to ensure conformance to specifications, safety standards, or applicable codes or regulations.

  • Prepare necessary criteria, procedures, reports, or plans for successful conduct of the project with consideration given to site preparation, facility validation, installation, quality assurance, or testing.

  • Confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.

  • Direct or coordinate activities concerned with manufacture, construction, installation, maintenance, operation, or modification of electronic equipment, products, or systems.

  • Determine project material or equipment needs.

  • Provide technical support or instruction to staff or customers regarding electronics equipment standards.

Technologies & Software

  • Nova (Amazon)
  • Claude (Anthropic)
  • Synopsys Saber
  • Linux
  • SystemVerilog
  • Supervisory control and data acquisition SCADA software
  • Rabbit Semiconductor Dynamic C
  • OrCAD Capture
  • C++
  • Embarcadero Delphi
  • Three-dimensional 3D computer aided design CAD software
  • UNIX
  • Structured query language SQL
  • Two-dimensional 2D computer aided design CAD software
  • ESRI ArcGIS software
  • ANSYS AI Simulation
  • Xilinx Integrated Software Environment ISE
  • Microsoft Office software
  • Cadence PSpice
  • Microsoft Excel
  • Canu
  • AutoCAD AI
  • Very high speed integrated circuit VHSIC hardware description language VHDL simulation software
  • Qwen (Alibaba)
  • Agile Product Lifecyle Management PLM
  • Microsoft PowerPoint
  • Microsoft Visual C# .NET
  • Mathsoft Mathcad
  • Web browser software
  • Visual Numerics PV-WAVE
  • Autodesk AI
  • DeepSeek
  • Mentor Graphics PADS
  • IBM Lotus Notes
  • McCabe Software TRUEchange
  • Microsoft Word
  • Apache Subversion SVN
  • Extensible markup language XML
  • Autodesk AutoCAD
  • Kimi (Moonshot AI)
  • Magellan Firmware
  • Mistral (Mistral AI)
  • Ansoft Simplorer
  • Verilog
  • Microsoft Visual Basic.NET
  • Gemini (Google)
  • Trimble SketchUp Pro
  • Grok (xAI)
  • MathWorks Simulink
  • Hewlett-Packard HP OpenVMS
  • Dassault Systemes CATIA
  • Dassault Systemes SolidWorks
  • Real time operating system RTOS software
  • The MathWorks MATLAB
  • Graphics software
  • ChatGPT (OpenAI)
  • GitHub Copilot
  • Gemini Code Assist
  • Perplexity AI
  • Formula translation/translator FORTRAN
  • Python
  • National Instruments LabVIEW
  • Field programmable gate array FPGA design software
  • C
  • Oracle Java
  • Very high-speed integrated circuit VHSIC hardware description language VHDL
  • Llama (Meta)
  • Oracle Database
  • Programmable logic controllers PLC
  • Communication bus analyzers
  • Photometer
  • Microprocessors
  • Function generators
  • Multimeters
  • Personal computers
  • Wattmeters
  • Electronics probes
  • Oscilloscopes
  • Inductance capacitance resistance LCR meters
  • Wave meters
  • Desktop computers
  • Logic analyzers
  • Electronics counters
  • High-power pulsed lasers