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Automation Risk Analysis

Will “Hardware Systems Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #214 of 702. Estimated risk: 22.0%

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AI Exposure Risk

60%

“Hardware Systems 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%

“Hardware Systems 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

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

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

  • 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.

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

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

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

  • 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.

  • 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.

  • Analyze user needs and recommend appropriate hardware.

  • Provide training and support to system designers and users.

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

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

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

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

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

Technologies & Software

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