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Automation Risk Analysis

Will “Analog IC Design Engineer (Analog Integrated Circuit 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%

“Analog IC Design Engineer (Analog Integrated Circuit 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%

“Analog IC Design Engineer (Analog Integrated Circuit 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

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

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

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

  • 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.

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

  • 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.

  • Provide training and support to system designers and users.

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

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

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

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

  • 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.

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

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

Technologies & Software

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