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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

  • 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 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.

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

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

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

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

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

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

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

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

  • 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, 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 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.

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

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

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

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

  • Determine project material or equipment needs.

Technologies & Software

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