Senior Machine Learning Engineer, Amazon Shipping
3 weeks ago
About the Job
We are seeking an experienced Senior Machine Learning Engineer to join our team at Amazon Shipping. The successful candidate will work on multiple challenging machine learning problems spread across a wide spectrum of business problems.
As an Applied Scientist in Amazon Shipping, you will build ML models to audit off-manifest discrepancies between planned and actual shipping costs. You will also build models to improve the quality of financial and planning data by accurately predicting ship costs at a package level.
Additionally, you will work on forecasting packages required to be picked from shipper warehouses to reduce First Mile shipping costs. Using signals from within the transportation network and outside, you will build models that predict delivery delay for every package.
The 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.
You will work as part of a diverse data science and engineering team comprising of other Applied Scientists, Software Development Engineers and Business Intelligence Engineers. You will participate in the Amazon ML community by authoring scientific papers and submitting them to Machine Learning conferences.
What We Are Looking For
- Experience programming in Java, C++, Python or related language
- Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing
Preferred Qualifications
- 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
Why You'll Love This Job
You will work on challenging machine learning problems that have a direct impact on our customers. You will have the opportunity to work with a diverse team of data scientists and engineers. You will also have the chance to participate in the Amazon ML community and contribute to the development of machine learning techniques.
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