Amazon is looking to shape the future of its long term success with GenAI and Reinforcement Learning (RL) techniques by developing forecasting, optimization, and analytics products to plan Amazon's Topline, Inventory, and Fulfillment Capacity and Topology.
Requirements
- 3+ years of building models for business application experience
- Experience programming in Java, C++, Python or related language
- Experience in patents or publications at top-tier peer-reviewed conferences or journals
- Experience in state-of-the-art deep learning models architecture design and deep learning training and optimization and model pruning
- PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
Responsibilities
- develop our next-generation forecasting and planning products with GenAI and reinforcement learning
- design and implement novel and sophisticated models and algorithms
- create solutions for large-scale problems
- collaborate with applied scientists, research scientists, economists, product managers and software engineers
- develop models for business application
- programming in Java, C++, Python or related language
- design and implement state-of-the-art deep learning models architecture
Other
- 3+ years of experience
- PhD, or Master's degree
- Ability to communicate complex technical concepts and drive data-driven decisions at massive scale
- Total compensation package, including equity, sign-on payments, and other forms of compensation
- Full range of medical, financial, and/or other benefits
