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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

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

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

  • Analyze user needs and recommend appropriate hardware.

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

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

  • 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.

  • 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.

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

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

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

  • 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.

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

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

  • Provide training and support to system designers and users.

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

Technologies & Software

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