AI/ML driven ASIC Design and Implementation Lead Engineer
Core
Lead engineer exploring and implementing AI/ML techniques to improve efficiency and quality (power, performance, area, verification) for SoC and IP development flows.
Role type
Senior IC AI/ML driven ASIC Design and Implementation Lead Engineer
Builds
Prototype solutions and automation for VLSI CAD SW to enable Digital Transformation for Edge-AI, Automotive Processors, and Advanced microcontrollers
Domain
Semiconductor / VLSI / AI/ML for EDA
Deliverable
production ML models
Required skills
Python, C++, Unix/Linux, Git, VLSI CAD methodology, EDA tools, Static timing analysis, Low-power flows (UPF), CI/CD processes
Preferred skills
Data structures and algorithms for optimization, Graph Neural Networks, Reinforcement Learning, GenAI, Convolutional Networks, DesignSync, Splunk, Jenkins, LSF
Technologies
Python, C++, Unix/Linux, Git, DesignSync, Splunk, Jenkins, LSF, UPF, SDC, Clocks, CDC, RDC
Responsibilities
Explore state-of-the-art AI/ML CAD techniques; develop prototype solutions to evaluate AI/ML techniques; collaborate with Architecture, IP, SoC Design, and Verification teams; pilot automation on actual designs; improve NXP design, verification, and implementation flows.
Seniority
Senior, hands-on IC
