SOC Architecture Student

Key Skills

Aartificial intelligence, Algorithms, C Programming, C++, Data Analysis, Deep Learning, Large Language Models - LLMs, Machine learning techniques, Natural Language Processing (NLP), NumPy, Pandas, Planning and organization, Python Programming, PyTorch, SoC integration, TensorFlow

Job Description

NVIDIA SOC Architecture team are looking for creative student. Do you want to be part of the Artificial Intelligence Revolution? Would you like to work with world-class systems architects and deep learning experts to define the next generation SoC? NVIDIA is developing processor and system architectures that are at the forefront of accelerating machine learning, automotive and high-performance computing applications. We are building the most advanced SoC's in the world for these applications.

In this position, you will have the chance to explore and define future aspects of our architectures that bring together NVIDIA GPUs, custom processors and accelerators into a single chip. As a student you will be focusing new features modeling pre and post silicon data generation and analysis for power and performance optimizations you will work with our SOC architects, software, ASIC design, verification, physical design, VLSI and platform teams. Our SoC architects excel at pushing the state of the art, while making the best engineering trade-offs.

What you’ll be doing:

• System C/C++ model development and validation. For Early SW development and verification Reference

• Perform performance, perf @ watt, and power modelling and analysis to optimize our architecture

• Post-Silicon production support with silicon debug

• Post silicon analysis for performance and power optimization

• Collaborate closely with our SoC Architects to understand and initiate efficiency improvements.

• Understand and analyse the interplay of hardware and software architectures on future algorithms and applications.

• Programming experience and proficiency in Python, C/C++, and familiar with Linux developing environment.

• Self motivated with ability to communicate effectively in a collaborative environment.

• Fluent in English reading and writing.

• Patenting novel parts of system architecture

What we need to see:

• Pursuing a MsC or PhD in Computer Science, Electrical Engineering, or a related field.

• System C or C++ and python development skills, or relevant programming experience.

• Strong interpersonal and organizational skills and the ability & desire to work as a great teammate.

• Excellent analytical, and verbal interpersonal skills and ability to work as part of a team

Ways to stand out from the crowd:

• Experience and/or theoretical knowledge in accelerated computing, machine learning, NLP, AIGC, LLM, AI4S, etc

• Experience in CUDA and deep learning frameworks (i.e TensorFlow or PyTorch).

• Proficiency with Python and data analysis packages like: Pandas, NumPy.

NVIDIA is widely considered to be one of the technology world’s most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us. If you're creative, autonomous and love a challenge, we want to hear from you!