AI/ML driven ASIC Design and Implementation Principal 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
Principal IC automation engineer (AI/ML for VLSI CAD)
Builds
Automated flows and tools for SoC and IP development
Domain
Semiconductor / VLSI Design / AI/ML
Deliverable
production ML models
Required skills
Python, C++, Unix/Linux, Git, algorithm design, optimization problems, VLSI CAD methodology, EDA tools, static timing analysis, low-power flows, CI/CD
Preferred skills
GenAI, Reinforcement Learning, Graph Neural Networks, convolutional Networks, DesignSync, Splunk, Jenkins, LSF
Technologies
Python, C++, Unix/Linux, Git, BitBucket, DesignSync, Make, Splunk, Jenkins, LSF
Responsibilities
Explore state-of-the-art AI/ML CAD techniques; collaborate with Architecture, IP, SoC, and Verification teams to evaluate new methods; develop prototype automation solutions; pilot automation on actual designs; improve NXP design flows for Edge-AI and Automotive Processors.
Seniority
Principal, hands-on IC