Gen AI/ LLM Staff Engineer

Job Description

You are a highly skilled and motivated GenAI/LLM Researcher/Engineer with a passion for pioneering advancements in the field of General Artificial Intelligence and Large Language Models. With a strong foundation in AI/ML and software development, you are adept at leveraging your expertise to revolutionize the Electronic Design Automation (EDA) domain. Your in-depth understanding of UVM and EDA tools is complemented by your ability to collaborate effectively with cross-functional teams. You thrive in a dynamic environment, where your innovative mindset and problem-solving abilities drive the development of cutting-edge solutions. Your proactive approach to staying updated with industry trends and advancements ensures that you remain at the forefront of AI technology. What You ll Be Doing: Research and develop novel GenAI/LLM-based solutions for EDA applications, such as Design automation, Verification, and Optimization. Focus on UVM automation using GenAI techniques. Collaborate with cross-functional teams to integrate GenAI/LLM technologies into existing EDA tools and workflows. Design, implement, and optimize AI models using popular frameworks (e.g., TensorFlow, PyTorch). Develop software applications and tools to demonstrate GenAI/LLM capabilities in EDA. Publish research papers and present at conferences to showcase innovative solutions. Stay up-to-date with industry trends and advancements in GenAI/LLM. Work closely with customers to understand their needs and provide tailored solutions. Participate in agile development methodologies, ensuring timely delivery of high-quality solutions. The Impact You Will Have: Drive innovation in the EDA domain through the application of cutting-edge GenAI/LLM technologies. Enhance the efficiency and accuracy of design automation and verification processes. Contribute to the development of state-of-the-art AI models that set new industry standards. Facilitate the integration of advanced AI solutions into existing workflows, improving overall productivity. Shape the future of EDA by introducing novel, AI-driven methodologies. Establish Synopsys as a leader in the application of GenAI/LLM in the semiconductor industry. What You ll Need: Bachelors/Masters in Computer Science, Electrical Engineering, or related field. 5+ years of experience in AI/ML research and development. Strong programming skills in Python, C++, or Java. Experience with popular AI/ML frameworks (e.g., TensorFlow, PyTorch). Familiarity with EDA tools and workflows, and prior experience in UVM. Excellent problem-solving skills and analytical thinking