AI/ML Driven ASIC Design and Implementation Automation Engineer
Core
Develop prototype AI/ML solutions to automate and optimize SoC and IP development flows for automotive processors and microcontrollers.
Role type
Senior IC AI/ML automation engineer (VLSI CAD)
Builds
Automated design flows and tools for SoC implementation
Domain
Semiconductor / VLSI Design / AI/ML
Deliverable
production ML models
Required skills
Python, C++, AI/ML techniques (LLMs, CNN, RNN, GraphNN), data structures, algorithms, Unix/Linux, Git, optimization problem solving
Preferred skills
VLSI CAD methodology, HDL (System Verilog, Verilog, VHDL), EDA tools, CI/CD processes (Jenkins, LSF), low-power flows (UPF)
Technologies
Python, C++, System Verilog, Verilog, VHDL, Git, Jenkins, LSF, UPF, SDC
Responsibilities
Explore and evaluate state-of-the-art AI/ML techniques for VLSI design; develop prototype automation solutions; collaborate with Architecture, IP, and SoC design teams; drive digital transformation initiatives
Seniority
Senior, hands-on IC
