Research Engineer

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 research engineer with a strong background in computational science and AI technologies. You thrive in a collaborative environment, working alongside domain experts, machine learning researchers, and engineers. You are driven by the challenge of solving complex problems and have the expertise to build high-performance AI models using JAX. Your ability to conduct exploratory analysis, plan and execute impactful research projects, and present your findings clearly sets you apart. You are dedicated to pushing the boundaries of AI in chip design and are excited about contributing to a team that is at the forefront of technological advancements.

What You'll Be Doing:

• Develop and implement high-performance AI models for chip design, focusing on AI modeling and training tasks.
• Architect and optimize algorithms for parallel training and inference using JAX.
• Conduct exploratory analysis to inform research directions and experimentation.
• Plan, scope, and execute projects aimed at solving impactful research problems in chip design.
• Collaborate with internal and external researchers to drive innovation and expand the capabilities of our AI framework.
• Present research findings and developments clearly and efficiently, both internally and externally.
• Contribute to the creation of reusable libraries and tools to amplify research impact.
• Publish research findings and participate in open-source initiatives to share knowledge with the wider community.

The Impact You Will Have:

• Advance AI technologies that will revolutionize chip design processes.
• Develop high-performance parallel training and inference software to enhance efficiency.
• Provide innovative solutions to complex challenges in chip design through AI.
• Drive significant advancements in the capabilities of our AI framework.
• Expand the scope of AI applications in the semiconductor industry.
• Contribute to the development of reusable tools and libraries for broader research impact.
• Share knowledge and advancements with the wider community through publications and open-source contributions.
• Collaborate with leading experts to push the boundaries of AI and chip design.

What You'll Need:

• PhD in Computational Science and Engineering, Computational Mathematics, Computational Physics, or a related field.
• Demonstrated experience in using JAX for building high-performance parallel training and inference software.
• Strong quantitative skills in mathematics and statistics.
• Proven track record of successful research projects at the intersection of AI and physical sciences.
• Experience working with large and complex datasets.
• Proficiency in common scripting languages and data visualization tools.
• Excellent communication skills and the ability to present complex ideas clearly.

Who You Are:

• An independent researcher with a passion for advancing AI technologies.
• Innovative and driven by the challenge of solving complex problems.
• Collaborative and able to work effectively with a team of experts.
• Detail-oriented with strong analytical skills.
• Committed to pushing the boundaries of AI in chip design.

The Team You'll Be A Part Of:

The Synopsys GenAI Center of Excellence is dedicated to empowering the chip design industry with cutting-edge AI frameworks. Our mission is to revolutionize chip design through state-of-the-art and high-performance AI modeling frameworks. You will be part of a dynamic and innovative team, working closely with domain experts, machine learning researchers, and engineers to drive significant advancements in AI technologies for chip design.

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.