AWS AI/ML is looking to solve problems related to foundation models, large-scale representation learning, and distributed learning methods and systems
Requirements
- Experience building machine learning models or developing algorithms for business application
- Have publications at top-tier peer-reviewed conferences or journals
- Experience programming in Java, C++, Python or related language
- Experience in building machine learning models for business application
- Experience in professional software development
Responsibilities
- 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
Other
- PhD in math/statistics/engineering or other equivalent quantitative discipline
- Work safely and cooperatively with other employees, supervisors, and staff
- Adhere to standards of excellence despite stressful conditions
- Communicate effectively and respectfully with employees, supervisors, and staff to ensure exceptional customer service
- Follow all federal, state, and local laws and Company policies
