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Machine Learning Engineer, Ai Solutions
Company | AMD |
Address | Austin, TX, United States |
Employment type | FULL_TIME |
Salary | |
Category | Semiconductor Manufacturing |
Expires | 2023-09-03 |
Posted at | 9 months ago |
WHAT YOU DO AT AMD CHANGES EVERYTHING
- Experience deploying inferencing models using tensor and model parallel techniques.
- Provide clear and timely communication related to status and other key aspects of the project to leadership team.
- Willingness to learn skills, tools, and methods to advance the quality, consistency, and timeliness of AMD software products.
- Experience training models on large clusters and managing checkpointing, learning rates, data sharing etc.
- Experience with deep learning models and associated AI frameworks (PyTorch, TensorFlow, Jax (FLAN), Lightning, Deepspeed, Mosaic, Horovod, Collasal.ai)
- Play a role in all the phases of software & model development, from requirement gathering, analysis, design, development, testing and final release to customers.
- Responsible for working with data scientist teams for resolving critical customer escalations on a need basis.
- Deep experience with distributed training and inferencing frameworks like Horovod, Deepspeed, Lighting, Huggingface Training, Mosaic composer, Megatron
- Knowledge of Acceleration platforms like GPU, TPU, APU, FPGAs in preferred
- BS with several years of related experience or MS with years of related experience or PhD with years of related experience in Computer Engineering or Electrical Engineering or Computer Science or related equivalent from top universities
- Deep experience with AI/ML frameworks like Pytorch, Tensor flow, JAX, etc. is preferred.
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