About the role
structured by ORIDescription Building large-scale forecasting and optimization systems that power Amazon’s global transportation network and directly impact customer experience and cost. Key job responsibilities Guide model and system design across a range of techniques, including tree-based models, deep learning (LSTMs,…
What you will do
- Guide model and system design across a range of techniques, including 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.
- Help contribute to the broader ML community through publications, conference submissions, and internal knowledge sharing.
What they are looking for
- Experience programming in Java, C++, Python or related language
- Experience with SQL and an RDBMS (e.g., Oracle) or Data Warehouse
Nice to have
- Experience implementing algorithms using both toolkits and self-developed code
- Have publications at top-tier peer-reviewed conferences or journals
Full posting text
Description
Building large-scale forecasting and optimization systems that power Amazon’s global transportation network and directly impact customer experience and cost.
Key job responsibilities
Guide model and system design across a range of techniques, including 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.
4 Own end-to-end business metrics, directly influencing customer experience, cost optimization, and network reliability.
Help contribute to the broader ML community through publications, conference submissions, and internal knowledge sharing.
Basic Qualifications
Experience programming in Java, C++, Python or related language
Experience with SQL and an RDBMS (e.g., Oracle) or Data Warehouse
Preferred Qualifications
Experience implementing algorithms using both toolkits and self-developed code
Have publications at top-tier peer-reviewed conferences or journals
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Company - ADCI - Haryana
Job ID: A10557374
Employment type: Full-time
Job function: Research, Analyst, and Information Technology
Industries: Software Development