AI/ML driven ASIC Design and Implementation Automation Engineer

Expired

NXP Semiconductors

$125,000 – $171,900 · Posted 1 month ago

San DiegoLast seen 28 days ago

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Summary

Develop prototype AI/ML solutions for ASIC design automation at NXP, exploring state-of-the-art techniques like GenAI, reinforcement learning, graph neural networks, and CNNs to improve VLSI CAD workflows. The role involves collaborating with architecture, IP, and SoC design teams to evaluate and pilot automation applications on leading-edge semiconductor technologies. Candidates must have 5+ years of AI/ML expertise, strong Python/C++ programming skills, and hands-on experience with Unix/Linux, Git, and software development tools. Understanding of VLSI design constraints, EDA tools, and physical design flows is highly desirable.

Data Science Embedded Systems AI C++Python Algorithms Bitbucket Cad CI CD Convolutional Neural Networks Data Structures Designsync Dft Eda Generative AI Git Graph Neural Networks Jenkins Linux LLM Large Language Models Low Power Design Lsf Machine Learning Make Reinforcement Learning Sdc Splunk Static Timing Analysis System Verilog Unix Upf Verilog Vhdl Vlsi