AI/ML driven ASIC Design and Implementation Automation Engineer
Core
Develop prototype AI/ML solutions to improve efficiency and quality (power, performance, area, verification) for SoC and IP development flows.
Role type
Senior IC AI/ML automation engineer (VLSI CAD)
Builds
Automated building of complex SoCs for Edge-AI, Automotive Processors, and Advanced microcontrollers
Domain
Semiconductor / VLSI Design / AI/ML
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
GenAI, Reinforcement Learning, Graph Neural Networks, Convolutional Networks, Data structures and algorithms for optimization
Technologies
Python, C++, Unix/Linux, Git, Jenkins, LSF, Splunk, Make
Responsibilities
Explore state-of-the-art AI/ML CAD techniques; collaborate with Architecture, IP, SoC Design, and Verification teams; develop prototype solutions to evaluate AI/ML techniques; pilot automation on actual designs; improve NXP design, verification, and implementation flows.
Seniority
Senior, hands-on IC
