We Are:

At Synopsys, we drive the innovations that shape the way we live and connect. Our technology is central to the Era of Pervasive Intelligence, from self-driving cars to learning machines. We lead in chip design, verification, and IP integration, empowering the creation of high-performance silicon chips and software content. Join us to transform the future through continuous technological innovation.

You Are:

You are a passionate and innovative R&D Engineer with a solid background in applying Machine Learning (ML) and Artificial Intelligence (AI) techniques within the logic synthesis and optimization domain. You thrive in a collaborative environment and are eager to tackle complex problems, leveraging your strong software skills in C++ and Python. Your experience with ML/AI models, coupled with proficiency in data structures and algorithms, positions you as a key player in advancing our cutting-edge RTL analysis, exploration, and synthesis product. Your understanding of chip design flow, along with your excellent analytical and problem-solving skills, enables you to identify and implement opportunities for runtime and PPA improvements. As a team player, you communicate clearly and effectively, and you are excited to work with diverse teams across multiple time zones.

What You’ll Be Doing:

• Applying ML/AI models and technologies to enhance the runtime of RTL analysis and exploration tools.
• Identifying opportunities for ML model application, tuning, and training these models to optimize performance.
• Improving runtime and Power-Performance-Area (PPA) metrics using ML models.
• Providing the necessary Python/C++ infrastructure to interface ML models with existing tools.
• Collaborating with cross-functional teams to integrate new features and ensure seamless tool operation.
• Conducting research and staying up-to-date with the latest advancements in ML/AI technologies to continuously innovate and improve our products.

The Impact You Will Have:

• Enhancing the efficiency and performance of RTL analysis and exploration tools through innovative ML/AI applications.
• Driving advancements in runtime and PPA metrics, contributing to the overall improvement of chip design processes.
• Facilitating the integration of cutting-edge ML/AI technologies within our product suite.
• Enabling our customers to achieve faster and more accurate design outcomes.
• Supporting the development of industry-leading tools that set Synopsys apart from competitors.
• Contributing to the continuous innovation and technological leadership of Synopsys in the semiconductor industry.

What You’ll Need:

• MS in Computer Science or Electrical Engineering.
• Strong software development skills, particularly in C++ and Python.
• Experience with applying ML/AI models; experience with GenAI/LLM is desirable.
• Proficiency in data structures and algorithms.
• Good understanding of chip design flow.

Who You Are:

• A team player with excellent written and oral communication skills.
• Open to working with diverse teams across multiple time zones.
• Analytical and problem-solving oriented.
• Innovative and eager to stay current with technological advancements.
• Detail-oriented and committed to high-quality work.

The Team You’ll Be A Part Of:

You will be part of an innovative AI and ML team working on RTL architecture and synthesis tools. This team focuses on integrating and enhancing ML and AI techniques within our Fusion Compiler and RTL Architect tools, driving the next generation of chip design and optimization solutions.

Rewards and Benefits:

We offer a comprehensive range of health, wellness, and financial benefits to cater to your needs. Our total rewards include both monetary and non-monetary offerings. Your recruiter will provide more details about the salary range and benefits during the hiring process.