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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

  • Provide training and support to system designers and users.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Analyze user needs and recommend appropriate hardware.

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

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

Technologies & Software

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