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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

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

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

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

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

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

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

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

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

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

  • Provide training and support to system designers and users.

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

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

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

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

  • Analyze user needs and recommend appropriate hardware.

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

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

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

Technologies & Software

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