Sr. Manager, Applied Science, Deep Science for Systems & Services

AWS Deep Science for Systems & Services is looking for a Sr. Manager, Applied Science who will lead a team of world class scientists to work on foundation models, large-scale representation learning, and distributed learning methods and systems. At AWS Deep Science for Systems & ServicesL you lead a team inventing, implementing, and deploying state of the art machine learning algorithms and systems. You will build prototypes and innovate on new representation learning solutions, interact closely with our customers and with the academic and research communities. You will be at the heart of a growing and exciting focus area for AWS and work with other acclaimed engineers and world famous scientists.

Large-scale foundation models have been the powerhouse in many of the recent advancements in computer vision, natural processing, automatic speech recognition, recommendation systems, and time series modeling. Developing such models requires not only skillful modeling in individual modalities, but also understanding of how to synergistically combine them, and how to scale the modeling methods to learn with huge models and on large datasets.

Join us to work as an integral part of a team that has diverse experiences in this space. We actively work on these areas:

- Hardware-informed efficient model architecture, training objective and curriculum design
- Distributed training, accelerated optimization methods
- Continual learning, multi-task/meta learning
- Reasoning, interactive learning, reinforcement learning
- Robustness, privacy, model watermarking
- Model compression, distillation, pruning, sparsification, quantization