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Automation Risk Analysis

Will “Compatibility 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%

“Compatibility 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%

“Compatibility 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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Determine project material or equipment needs.

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

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

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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