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Automation Risk Analysis

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

Historical Context: Oxford Study (2013)

Ranked #214 of 702. Estimated risk: 22.0%

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AI Exposure Risk

60%

“FPGA Design Engineer (Field Programmable Gate Array Design 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“FPGA Design Engineer (Field Programmable Gate Array Design 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 35% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Hardware Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, develop, or test computer or computer-related equipment for commercial, industrial, military, or scientific use. May supervise the manufacturing and installation of computer or computer-related equipment and components.

Avg. Annual Salary $156,770
Avg. Hourly Wage $75.37
Available Jobs (US) 75,710
Job Title & Hierarchy Code (SOC) Computer Hardware Engineers #17-2061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Hardware Engineers”

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Core Skills & Abilities

  • Provide technical support to designers, marketing and sales departments, suppliers, engineers and other team members throughout the product development and implementation process.

  • Evaluate factors such as reporting formats required, cost constraints, and need for security restrictions to determine hardware configuration.

  • Specify power supply requirements and configuration, drawing on system performance expectations and design specifications.

  • Direct technicians, engineering designers or other technical support personnel as needed.

  • Analyze user needs and recommend appropriate hardware.

  • Design and develop computer hardware and support peripherals, including central processing units (CPUs), support logic, microprocessors, custom integrated circuits, and printers and disk drives.

  • Test and verify hardware and support peripherals to ensure that they meet specifications and requirements, by recording and analyzing test data.

  • Recommend purchase of equipment to control dust, temperature, and humidity in area of system installation.

  • Provide training and support to system designers and users.

  • Build, test, and modify product prototypes, using working models or theoretical models constructed with computer simulation.

  • Confer with engineering staff and consult specifications to evaluate interface between hardware and software and operational and performance requirements of overall system.

  • Update knowledge and skills to keep up with rapid advancements in computer technology.

  • Select hardware and material, assuring compliance with specifications and product requirements.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.

  • Write detailed functional specifications that document the hardware development process and support hardware introduction.

  • Monitor functioning of equipment and make necessary modifications to ensure system operates in conformance with specifications.

  • Assemble and modify existing pieces of equipment to meet special needs.

Technologies & Software

  • Git
  • PCI Express PCIe
  • Grok (xAI)
  • The MathWorks Real-Time Workshop
  • The Mathworks Embedded Coder
  • Hardware description and verification language
  • Very high speed integrated circuit VHSIC hardware description language VHDL simulation software
  • ASSET JTAG ScanWorks
  • ANSYS AI Simulation
  • Microsoft Visual Basic
  • Register transfer language RTL
  • Tool command language Tcl
  • Web browser software
  • SoftICE
  • Shell script
  • Nova (Amazon)
  • Project management software
  • Structured query language SQL
  • Hardware description language HDL
  • UNIX
  • Microsoft Visual C# .NET
  • Schematic editors
  • Synopsys HSIM
  • Synopsys HSPICE
  • Cadence Virtuoso Spectre Circuit Simulator
  • Microsoft Visio
  • Cadence Dracula
  • Python
  • Mentor Graphics Precision RTL
  • Freescale CodeWarrior Tools
  • Cadence OrCAD software
  • MathWorks Simulink
  • Synopsys Design Compiler
  • Mentor Graphics Calibre
  • Cadence Opus
  • Internet search engine software
  • Synopsys TetraMax ATPG
  • LogicVision icBIST
  • The MathWorks MATLAB
  • Design-for-testability DFT insertion software
  • Failure analysis software
  • Perplexity AI
  • Monte Carlo simulation software
  • Cadence Schematic Composer
  • Integrated circuit simulation software
  • GitHub Copilot
  • Xilinx ISE Foundation
  • Perl
  • Kimi (Moonshot AI)
  • National Instruments LabVIEW
  • Llama (Meta)
  • Computer diagnostic software
  • Boundary scan description language BSDL
  • Microsoft Office software
  • Fast Fourier transform FFT analysis software
  • Automatic test program generation ATPG
  • Cadence Encounter RTL Compiler
  • Eko
  • AutoCAD AI
  • Microsoft Excel
  • The MathWorks Signal Processing Toolbox
  • SAS
  • SKILL FMEA software
  • Computer aided design CAD software
  • Cadence PSpice
  • Dassault Systemes CATIA
  • Synplicity Synplify
  • Logic synthesis software
  • PTC Creo Parametric
  • Mentor Graphics Xpedition xDX Designer
  • Block diagram software
  • Built-in self-test BIST debugging software
  • Simulation program with integrated circuit emphasis SPICE
  • Magma Design Automation Blast Create
  • Cadence Concept
  • Oracle Java
  • Operating system software
  • Apache Subversion SVN
  • Computer simulation software
  • Autodesk AI
  • Microsoft PowerPoint
  • Gemini Code Assist
  • Spreadsheet software
  • MAGIC software
  • Magellan Firmware
  • Data acquisition systems
  • Linux
  • Word processing software
  • Microsoft Access
  • State diagram software
  • Xilinx ModelSim
  • Mistral (Mistral AI)
  • C
  • Discrete Fourier transform DFT analysis software
  • Boundary scan insertion software
  • Microarchitecture simulation software
  • Magma Design Automation Blast FPGA
  • Mathsoft Mathcad
  • Verilog
  • The MathWorks Symbolic Math Toolbox
  • Application-specific integrated circuit ASIC logic synthesis software
  • PARTHENON
  • Field programmable gate array FPGA logic synthesis software
  • Electronic design automation EDA software
  • Timing analysis software
  • Cadence Allegro PCB Designer
  • Cisco IOS
  • Synopsys Hercules
  • Field programmable gate array FPGA design software
  • MathWorks Simulink DSP Blockset
  • Claude (Anthropic)
  • Mentor Graphics LeonardoSpectrum
  • The MathWorks Wavelet Toolbox
  • The Mathworks Control System Toolbox
  • The Mathworks Data Acquisition Toolbox
  • Place-and-route software
  • Windows kernel debuggers
  • MathWorks Simulink Fixed-Point Blockset
  • Autodesk AutoCAD
  • SystemVerilog
  • Complementary-symmetry/metal-oxide semiconductor CMOS layout software
  • Mentor Graphics BSDArchitect
  • Very high-speed integrated circuit VHSIC hardware description language VHDL
  • M-Sim
  • Verification software
  • ChatGPT (OpenAI)
  • C++
  • Cadence Virtuoso Layout Suite
  • Gemini (Google)
  • Xilinx Synthesis Technology XST
  • DeepSeek
  • Database software
  • Qwen (Alibaba)
  • Frequency counters
  • Circuit testers
  • Color plotters
  • Signal generators
  • Computer scanners
  • Communications signal analyzers
  • Waveform generators
  • Pattern generators
  • Direct current DC power supplies
  • Function generators
  • Thermal chambers
  • Probe card devices
  • Personal digital assistants PDA
  • Universal source generators
  • Power sensors
  • Oscilloscopes
  • Desktop computers
  • Inductance capacitance resistance LCR meters
  • Multimeters
  • Inspection scopes
  • Pulse generators
  • Voltage sensors
  • Mainframe computers
  • Protocol analyzers
  • Alternating current AC power analyzers
  • Bit error rate testers BERT
  • Digital analysis systems DAS
  • Resistance meters
  • Traffic generators
  • Logic probes
  • Communications analyzers
  • Isolators
  • Sampling oscilloscopes
  • Dynamic signal analyzers
  • Probe stations
  • Laptop computers
  • Circuit memory testers
  • Spectrum analyzers
  • Alternating current AC power sources
  • Feeler gauges
  • Logic analyzers
  • Personal computers
  • Impedance analyzers
  • Signal source analyzers
  • Protocol exercisers