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Automation Risk Analysis

Will “FPGA Engineer (Field Programmable Gate Array 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 Engineer (Field Programmable Gate Array 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 Engineer (Field Programmable Gate Array 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

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

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

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

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

  • 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.

  • 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.

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

  • Analyze user needs and recommend appropriate hardware.

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

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

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

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

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

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

  • Provide training and support to system designers and users.

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

Technologies & Software

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