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Automation Risk Analysis

Will “Field Programmable Gate Array Verification Engineer (FPGA Verification Engineer)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #98 of 702. Estimated risk: 2.5%

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AI Exposure Risk

59%

“Field Programmable Gate Array Verification Engineer (FPGA Verification 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%

“Field Programmable Gate Array Verification Engineer (FPGA Verification 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 engineering sketches or specifications for construction, relocation, or installation of equipment, facilities, products, or systems.

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

  • Determine project material or equipment needs.

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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