Amazon.com Services LLC is looking to solve the problem of advancing Generative Artificial Intelligence (GenAI) models by focusing on pre-training methodologies. The goal is to push the envelope in GenAI with Large Language Models (LLMs) and multimodal systems to provide the best possible customer experience.
Requirements
- Experience programming in Java, C++, Python or related language
- Experience with generative deep learning models applicable to the creation of synthetic humans like CNNs, GANs, VAEs and NF
- Strong experience with Generative Artificial Intelligence (GenAI) technologies and Large Language Models (LLMs)
- Experience with popular deep learning frameworks, including PyTorch
Responsibilities
- Scaling laws
- Hardware-informed efficient model architecture, low-precision training
- Optimization methods, learning objectives, curriculum design
- Deep learning theories on efficient hyperparameter search and self-supervised learning
- Learning objectives and reinforcement learning methods
- Distributed training methods and solutions
- AI-assisted research
Other
- PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
- 1+ years of building models for business application experience
- PhD in Computer Science, Electrical Engineering, Mathematics or related field
- Experience with patents or publications at top-tier peer-reviewed conferences or journals
- 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; and follow all federal, state, and local laws and Company policies.
