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GenAI Solution Engineer Intern

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Synopsys Inc

Feb 20, 2024

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Data
  • Sunnyvale, +1

Requirements

  • Must be currently enrolled in BS or MS degree program, graduating in May 2025. Must be studying Computer Science, Electrical Engineering, Mathematics, or related field.
  • Prior internship developing Machine Learning and AI technologies.
  • Proven coding with C and Python on a Linux Platform.
  • Excellent background in data structures and algorithms.
  • Sound knowledge of deep learning architectures like Recurrent Neural Networks (RNNs), Long-Short-Term-Memory models (LSTMs), and Convolutional Neural Networks (CNNs).
  • Experience with deep learning frameworks like Tensorflow or PyTorch.
  • Familiarity with supervised and unsupervised learning algorithms like linear regression, logistic regression, random forests, gradient boosting, and k-means.
  • Prior exposure to AI/ML workflows and tools.
  • Experience prototyping, experimenting, and testing with large datasets and training models.

Responsibilities

  • Design and Implement NLP preprocessors.
  • Define New Standards and Languages for Higher Level Abstraction
  • Build Compilers for Newly defined Languages.
  • Conduct experiments to evaluate training performance, identify areas of improvement and implement them
  • Stay up to date with the latest research and advancements in the field of Generative AI algorithms
  • Participate in code reviews, testing, and deployment of learning models and algorithms
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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.