AMS CAD - ML/AI Developer Intern

About Marvell

Marvell's semiconductor solutions are the essential building blocks of the data infrastructure that connects our world. Across enterprise, cloud and AI, and carrier architectures, our innovative technology is enabling new possibilities.

At Marvell, you can affect the arc of individual lives, lift the trajectory of entire industries, and fuel the transformative potential of tomorrow. For those looking to make their mark on purposeful and enduring innovation, above and beyond fleeting trends, Marvell is a place to thrive, learn, and lead.

Your Team, Your Impact

You'll be joining a small, dynamic team composed of experts in front-end tool support, circuit simulation, and AI methodologies. Our group focuses on advancing design automation by integrating machine learning into simulation workflows. Collaboration is a core value-we frequently engage with global colleagues who specialize in tools, flows, and AI strategies. Interns are welcomed as valuable contributors and will receive mentorship and guidance throughout their experience.

What You Can Expect

• Writing and testing code inPythonandSKILLto support simulation-related tool development.
• Participating in regular team meetings to discuss progress, align on goals, and receive mentorship.
• Assisting in the integration of AI techniques into existing design and simulation flows.
• Learning and applying best practices in software development and tool automation within a professional engineering environment.

What We're Looking For

• Full-time student working towards an Undergraduate or Graduate degree in Computer Science, Data Science, Math, Electrical Engineering, Physics or related fields, with basic knowledge and exposure to theories, principles and concepts.
• Basic electronics knowledge (circuits, circuit simulation, basic circuit function knowledge) and basic custom IC layout knowledge
• Strong knowledge of Linear Algebra (matrix operations), Calculus (gradients/ backpropagation), and Probability/Statistics
• Good programming and scripting skills (Python, C/C++, SKILL)
• ML/AI experience of frameworks (PyTorch, TensorFlow/Keras, Scikit-learn), ML algorithms, and data handling (Normalization, Feature Engineering)
• Engineering: Linux environment, Git
• Basic experience with CAD tools usage
• Good communication skills (spoken and written English)

Additional Compensation and Benefit Elements

With competitive compensation and great benefits, you will enjoy our workstyle within an environment of shared collaboration, transparency, and inclusivity. We're dedicated to giving our people the tools and resources they need to succeed in doing work that matters, and to grow and develop with us. For additional information on what it's like to work at Marvell, visit our page.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status.

Interview Integrity

To support fair and authentic hiring practices, candidates are not permitted to use AI tools (such as transcription apps, real-time answer generators like ChatGPT or Copilot, or automated note-taking bots) during interviews.

These tools must not be used to record, assist with, or enhance responses in any way. Our interviews are designed to evaluate your individual experience, thought process, and communication skills in real time. Use of AI tools without prior instruction from the interviewer will result in disqualification from the hiring process.

This position may require access to technology and/or software subject to U.S. export control laws and regulations, including the Export Administration Regulations (EAR). As such, applicants must be eligible to access export-controlled information as defined under applicable law. Marvell may be required to obtain export licensing approval from the U.S. Department of Commerce and/or the U.S. Department of State. Except for U.S. citizens, lawful permanent residents, or protected individuals as defined by 8 U.S.C. 1324b(a)(3), all applicants may be subject to an export license review process prior to employment.

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