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Machine Learning & Clock Tree Synthesis Internship

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Synopsys Inc

Jan 10, 2025

Applications are closed

  • Internship
    Full-time
    Summer Internship
  • Research & Development
    Software Engineering
  • Sunnyvale

Requirements

  • Currently a senior year student, Master or PhD students preferred.
  • Proficiency in C++ and/or Python programming.
  • Knowledge and experience in Machine Learning and Large Language Models (LLM) will be preferred.

Responsibilities

  • Work with Synopsys’ clock tree synthesis experts to study and explore various state of art clock tree synthesis and concurrent clock and data optimization techniques to improve PPA (performance, power, and area) of high-performance digital designs.
  • Study and explore the effect of advanced process nodes on digital clocking systems.
  • Study and explore the potential of machine learning and AI-based methods in solving digital placement and routing problems.
  • Develop models and algorithms under the guidance of the Synopsys clock tree synthesis R&D.

FAQs

What is the duration of the internship?

The internship program lasts for 12 weeks.

Where is the internship located?

The internship is located in Sunnyvale, CA.

What is the working model for this internship?

The working model is in-office.

Is this internship full-time or part-time?

This internship is full-time.

When does the internship start?

The internship is set to start in May or June 2025.

What qualifications are preferred for applicants?

Preferred qualifications include being a senior year student, as well as Master or PhD students, with proficiency in C++ and/or Python programming.

Is knowledge of Machine Learning and Large Language Models required?

While not mandatory, knowledge and experience in Machine Learning and Large Language Models (LLM) are preferred.

Is Synopsys an equal opportunity employer?

Yes, Synopsys is committed to creating an inclusive workplace and is an equal opportunity employer, welcoming all qualified applicants regardless of various protected characteristics.

What type of projects will interns be working on?

Interns will work on real-world projects related to clock tree synthesis, exploring advanced techniques to improve performance, power, and area (PPA) of high-performance digital designs.

Will interns have the opportunity to collaborate with experienced professionals?

Yes, interns will work closely with Synopsys' clock tree synthesis experts and gain hands-on experience in their projects.

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Synopsys Inc

Powering the New Era of Smart Everything—from Silicon to Software

Technology
Industry
10,001+
Employees

Mission & Purpose

Smart, Secure Everything—From Silicon to Software Synopsys technology is at the heart of innovations that are changing the way we live and work. The Internet of Things. Autonomous cars. Wearables. Smart medical devices. Secure financial services. Machine learning and computer vision. These breakthroughs are ushering in the era of Smart, Secure Everything―where devices are getting smarter, everything’s connected, and everything must be secure. Powering this new era of technology are advanced silicon chips, which are made even smarter by the remarkable software that drives them. Synopsys is at the forefront of Smart, Secure Everything with the world’s most advanced tools for silicon chip design, verification, IP integration, and application security testing. Our technology helps customers innovate from Silicon to Software, so they can deliver Smart, Secure Everything. Since 1986, Synopsys has been at the heart of accelerating electronics innovation with engineers around the world having used Synopsys technology to successfully design and create billions of chips and systems that are found in the electronics that people rely on every day.