AI/ML driven ASIC Design and Implementation Automation Expert

The AI/ML driven ASIC Design and Implementation Automation Expert will explore methodologies, flows, and tools to improve efficiency and quality for SoC and IP development. They will work with AI/ML and automation experts, develop prototype solutions, and pilot automation on actual designs within the Advanced Chip Engineering (ACE) organization. The role involves collaborating with various engineering teams to drive digital transformation using state-of-the-art AI/ML techniques for automotive processors and advanced microcontrollers, enabling automated building of complex SoCs. Must have: Expertise in AI and ML techniques (LLMs, CNN, RNN, and GraphNN) 5+ years of experience applying AI/ML to real-world optimization problems Hands-on experience in programming using Python/C++ Strong background in SW development Experience with Unix/Linux, revision control (Git, BitBucket) Good to have: Strong understanding of design, layout, constraints, and static timing analysis Prior experience in VLSI CAD methodology and tool development Good understanding of HDL: System Verilog, Verilog, VHDL Understanding or prior experience with EDA tools for design, verification, DFT and implementation Experience with Design revision control (GIT, DesignSync) and Make