NVIDIA, Deep Learning Algorithm Engineering Intern

Azienda
NVIDIA
Sede
Zurich, Svizzera
Indennità
Retribuito
Area professionale
Informatica/ICT

Attività

  • Research, analyze, and document state-of-the art algorithms
  • Design and implement a deep learning framework for model optimization
  • Develop algorithms for deep learning, data analytics, machine learning, or scientific computing
  • Analyze performance of GPU implementations
  • Benchmark software stacks across training and inference scenarios
  • Evaluate and understand capabilities of frontier models 
  • Collaborate with team members and other partners.

Requisiti principali

  • Pursuing MSc or PhD in Computer Science, Artificial Intelligence, Applied Math, or related field
  • Excellent programming in Python, debugging, performance analysis, and test design skills
  • Strong algorithms and mathematical fundamentals
  • Good understanding of Deep Learning fundamentals
  • Ability to work independently and manage your own development effort
  • Good communication and documentation habits.

Ways to stand out from the crowd:

  • Deep Learning experience
  • Experience with DL Frameworks (PyTorch preferred) and Large Language Models
  • Experience with model compression techniques such as pruning, NAS, distillation, and quantization
  • Knowledge of CPU and/or GPU architecture
  • First-author publication in a top-tier deep learning or AI conference.
Coesione Italia GDL 2021-2027
Cofinanziato dall'Unione Europea
Ministero del Lavoro e delle Politiche Sociali

Il progetto Stage4eu è cofinanziato dal Programma Nazionale Giovani, Donne e Lavoro FSE+ 2021 – 2027 (Piano INAPP 2023-2029)