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Automation Risk Analysis

Will “Application Specific Integrated Circuit Design Verification Engineer (ASIC Design Verification Engineer)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #214 of 702. Estimated risk: 22.0%

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AI Exposure Risk

60%

“Application Specific Integrated Circuit Design Verification Engineer (ASIC Design Verification 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%

“Application Specific Integrated Circuit Design Verification Engineer (ASIC Design Verification 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

  • Analyze user needs and recommend appropriate hardware.

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

  • Provide training and support to system designers and users.

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

Technologies & Software

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