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NXP Semiconductors · 11 hours ago

AI/ML driven ASIC Design and Implementation Automation Engineer

San Diego, CA

Full-time

Onsite

Entry Level

$86K/yr - $119K/yr

1+ years exp

NXP Semiconductors is seeking an AI/ML driven ASIC Design and Implementation Automation Engineer to work within their Advanced Chip Engineering organization. The role involves exploring AI/ML techniques to improve efficiency and quality in SoC and IP development, while collaborating with industry and academic experts.

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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

Qualification

AI/ML expertisePython/C++ programmingUnix/Linux experienceEDA tools knowledgeData structuresAlgorithmsAnalytical problem-solvingRevision control (Git)CI/CD processVerbal communicationWritten communication

Required

BS or MS in Computer Science, Electrical Engineering, Computer Engineering or related disciplines with strong background in SW development

Hands-on expertise in programming using Python/C++

<1 year of experience in AI and ML techniques (LLMs, CNN, RNN, and GraphNN) with experience of application to real world optimization problems- Data structures, algorithms, and SW development for optimization problems

Hands on experience in Unix/Linux, revision control (Git, BitBucket), SW development and debug tools

Excellent analytical problem-solving skills

Strong verbal and written communication skills