Generative AI Engineer - LLM/Python

Responsibilities : - Build GenAI systems using LangChain, RAG, and agent-based architectures. - Apply prompt engineering and manage LLM workflows. - Translate business needs into scalable AI-driven applications. - Collaborate with cross-functional teams on architecture and model performance. - Work with cloud platforms (AWS, Azure, GCP) and optimize deployments. Requirements : - Proficient in Python, LangChain, and SQL. - 1 year of hands-on experience with LLMs and Generative AI techniques, embeddings, and vector databases. - Strong communication and system-level thinking. - 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. (ref:hirist.tech)

Location: bangalore, IN

Posted Date: 6/5/2025