Data Science Expert

3 weeks ago

Gurgaon, Haryana, India Amazon Development Centre (India) Private Limited Full time
Work with Us

At Amazon Development Centre (India) Private Limited, we're looking for a talented Data Science Expert - Amazon Shipping to join our team. In this role, you will work on developing and applying machine learning models to improve our ability to plan and execute package movements.

As a Data Science Expert - Amazon Shipping, you will be responsible for building ML models to help our transportation cost auditing platforms effectively audit off-manifest discrepancies between planned and actual shipping cost. You will also build models to improve the quality of financial and planning data by accurately predicting ship cost at a package level. Additionally, your models will help forecast the packages required to be picked from shipper warehouses to reduce First Mile shipping cost. Using signals from within the transportation network and outside, you will build models that predict delivery delay for every package. These models will help improve buyer experience by triggering early corrective actions, and generating proactive customer notifications.

This role requires you to demonstrate Think Big and Invent and Simplify by refining and translating Transportation domain-related business problems into one or more Machine Learning problems. You will use techniques from a wide array of machine learning paradigms, such as supervised, unsupervised, semi-supervised and reinforcement learning. Your model choices will include, but not be limited to, linear/logistic models, tree based models, deep learning models, ensemble models, and Q-learning models. You will use techniques such as LIME and SHAP to make your models interpretable for your customers. You will employ a family of reusable modelling solutions to ensure that your ML solution scales across multiple regions and package movement types. You will partner with Applied Scientists and Research Scientists from other teams in US and India working on related business domains. Your models are expected to be of production quality, and will be directly used in production services.

The ideal candidate for this role will have a PhD, or a Master's degree and experience building machine learning models or developing algorithms for business application. Significant peer reviewed scientific contributions in relevant field, extensive experience applying theoretical models in an applied environment, expertise on a broad set of ML approaches and techniques, prior experience in Transportation Logistics business, and superior verbal and written communication and presentation skills are also required for this role.

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