AI/ML Driven ASIC Design and Implementation Automation Engineer
Core
Develop prototype AI/ML solutions and automation tools to improve efficiency and quality (power, performance, area) for SoC and IP development teams.
Role type
Senior IC AI/ML driven ASIC Design and Implementation Automation Engineer
Builds
Automated building of complex SoCs and IP for Automotive Processors and Advanced microcontrollers
Domain
Semiconductor / VLSI CAD / AI/ML
Deliverable
production ML models
Required skills
Python, C++, AI/ML techniques (LLMs, CNN, RNN, GraphNN), Data structures and algorithms, Unix/Linux, Git, SW development and debug tools
Preferred skills
VLSI CAD methodology and tool development, HDL (System Verilog, Verilog, VHDL), EDA tools, CI/CD processes (Splunk, Jenkins, LSF)
Responsibilities
Explore research ideas and solutions applying AI/ML to VLSI design; Work with academic research communities and internal teams to evaluate leading edge SoC technologies; Develop automation applications using GenAI, Reinforcement Learning, and Neural Networks; Coordinate cross-functional initiatives for Digital Transformation
Seniority
Senior, hands-on IC
