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.