Applied Scientist I, Amazon Shipping
Teknik, data och digitalt · Data, AI och analys · Datavetenskap · Mjukvaruutveckling
I korthet
Applied Scientist I role at Amazon Shipping in Gurugram, India, focuses on building large-scale forecasting and optimization systems for Amazon's global transportation network. Responsibilities include guiding model design (deep learning, LLMs, reinforcement learning), ensuring production readiness, and partnering with stakeholders to optimize customer experience and costs.
Ansvarsområden
- Guide model and system design using techniques like tree-based models, deep learning (LSTMs, transformers), LLMs, and reinforcement learning.
- Ensure models are production-ready, scalable, and robust through close partnership with stakeholders.
- Partner with Product, Operations, and Engineering leaders to enable proactive decision-making and corrective actions.
- Own end-to-end business metrics, directly influencing customer experience, cost optimization, and network reliability.
- Contribute to the broader ML community through publications, conference submissions, and internal knowledge sharing.
Krav
- Experience programming in Java, C++, Python or related language.
- Experience with SQL and an RDBMS (e.g., Oracle) or Data Warehouse.
Önskade kvalifikationer
- Experience implementing algorithms using both toolkits and self-developed code.
- Publications at top-tier peer-reviewed conferences or journals.
Förmåner
- Inclusive culture that empowers employees.
- Workplace accommodation and adjustment support for individuals with disabilities during the application and hiring process.
#Forecasting#Optimization#Machine Learning#Transportation#Deep Learning#LLMs#Reinforcement Learning#Production Ready#Scalable#Robust#Customer Experience#Cost Optimization#Network Reliability#Publications#Knowledge Sharing