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NXP Semiconductors · 12 hours ago

AI/ML driven ASIC Design and Implementation Automation Engineer

San Diego (Treena St)

Full-time

Onsite

Entry Level

$86K/yr - $119K/yr

1+ years exp

NXP Semiconductors is a leader in advanced chip engineering, seeking an AI/ML driven ASIC Design and Implementation Automation Engineer. The role involves exploring AI/ML methodologies to enhance efficiency and quality in SoC and IP development, collaborating with industry and academic experts, and developing prototype solutions to implement state-of-the-art AI/ML techniques in VLSI design.

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Responsibilities

Explore research ideas and solutions that bring AI/ML applications to VLSI design

Work closely with Academic research communities in AI/ML for VLSI design, Architecture teams, IP and SoC designers and SoC Implementation teams from multiple sites to explore and evaluate for leading edge SoC technologies serving multiple industries

These automation applications include use of GenAI, Reinforcement Learning, Graph Neural Networks, and convolutional Networks

Strong AI/ML expertise and software background required

Qualification

AI/ML expertisePython/C++ programmingData structuresAlgorithmsUnix/Linux experienceEDA tools knowledgeAnalytical problem-solvingRevision control (Git)CI/CD processVerbal communicationWritten communication