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Automation Risk Analysis

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

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

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

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

  • Provide training and support to system designers and users.

  • Analyze user needs and recommend appropriate hardware.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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