Ai/ml Driven Asic Design And Implementation Principal Automation Engineer
NXP Semiconductors
Bangalore, India
Ai/ml cad techniques
Python & c++ programming
Unix/linux environment
Explore methodology, flows and tools to improve efficiency and quality of results for SoC and IP development teams
Job Summary
Explore methodology, flows and tools to improve efficiency and quality of results for SoC and IP development teams.
Work and develop prototype solutions to evaluate state-of-the-art AI/ML techniques in close collaboration with various design teams.
Enable Digital Transformation to leverage state-of-the-art AI/ML ideas to improve NXP designs for Edge-AI, Automotive Processors and Advanced microcontrollers.
Matching Summary
Explore methodology, flows and tools to improve efficiency and quality of results for SoC and IP development teams.
Skills & Requirements
Must-have
AI/ML CAD techniques
Python & C++ programming
Unix/Linux environment
Git, BitBucket
VLSI CAD methodology
EDA tools
Static timing analysis
Nice-to-have
Academic research collaboration
GenAI, Reinforcement Learning, GNNs
Data structures, algorithms
Low-power and Power-aware flows
CI/CD process
Key Requirements
12+ years SW development experience
BS or MS in Computer Science, Electrical Engineering, or related