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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 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • Determine project material or equipment needs.

  • 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.

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

Technologies & Software

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