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About the role
Senior Applied Scientist, Artificial General Intelligence at Amazon.com Services LLC - A57
Required Skills
pythonmachine learningdeep learninggenerative aillmsdistributed trainingreinforcement learningresearch
About the Role
The Senior Applied Scientist will work on pre-training methodologies for Generative AI models within the Artificial General Intelligence team. Responsibilities include scaling laws, hardware-informed model architecture, optimization methods, and distributed training solutions. The role involves close interaction with customers and the research community.Key Responsibilities
- Scaling laws for GenAI models
- Hardware-informed efficient model architecture and low-precision training
- Optimization methods, learning objectives, and curriculum design
- Deep learning theories on hyperparameter search and self-supervised learning
- Distributed training methods and solutions
Required Skills & Qualifications
Must Have:
- PhD or Master's degree with 5+ years of applied research experience
- 3+ years of building machine learning models for business applications
- Experience with neural deep learning methods and machine learning
- Experience programming in Java, C++, Python, or related language
Nice to Have:
- PhD in Computer Science, Electrical Engineering, Mathematics, or related field
- Relevant Generative AI research experience with LLMs and multi-modalities
- Experience with patents or publications at top-tier peer-reviewed conferences or journals
Benefits & Perks
- Medical benefits
- Financial benefits
- Other benefits as part of total compensation package