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As a Data Scientist on our team, you will work with product managers, vendor managers, software development engineers (SDEs), and other scientists to help the WWGS organization determine optimal selection breadth and depth for our online and physical stores. You will also develop and extend models of key customer behavior and preferences by quantifying expected demand, derive optimal pricing and promotion strategies and optimization approaches that produce selection recommendations that delight our customers and meet our real-world constraints. You will be expected to own the the full lifecycle of your projects from devising methodological approaches, implementation, validation, and working with SDEs to integrate into production systems.
Key job responsibilities
* Interact with engineering, operations, science, and business teams to develop an understand and domain knowledge of processes, system architectures, and business requirements.
* Develop scalable models to generate selection models.
* Create prototypes, simulations, and experiments to test devised solutions.
* Advocate technical solutions to business stakeholders, engineering teams, and executive-level decision makers
* Work closely with engineers to integrate models into production systems.
- 2+ years of data scientist experience
- 3+ years of data querying languages (e.g. SQL), scripting languages (e.g. Python) or statistical/mathematical software (e.g. R, SAS, Matlab, etc.) experience
- 3+ years of machine learning/statistical modeling data analysis tools and techniques, and parameters that affect their performance experience
- Experience applying theoretical models in an applied environment
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