Applied Scientist (GenAI/LLM), Sandstone
Core
Developing foundational behavioral models for Amazon Stores using Generative AI, LLMs, and large model training techniques to fuse world knowledge, customer behavior, and e-commerce domain knowledge.
Role type
Applied Scientist (GenAI/LLM)
Builds
Foundational behavioral models for Amazon Stores
Domain
E-commerce, Generative AI, Large Language Models
Deliverable
production ML models
Required skills
Generative AI algorithms, LLM training techniques, numerical optimization, parallel and distributed computing, high-performance computing, algorithm design
Preferred skills
Deep learning principles, large-scale data processing, NLP for generative AI, computer vision for generative AI
Technologies
PyTorch, TensorFlow, Spark, Hadoop, Scikit-learn, MxNet, NumPy, SciPy
Responsibilities
Research and implement new algorithms and architectures for generative AI applications; Optimize model performance and scalability for inference and deployment; Collaborate to develop training infrastructure; Experiment with SOTA methods to improve model quality; Provide technical expertise for integrating AI solutions into products
Seniority
Senior, hands-on IC