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Senior Data Scientist

Company: Shutterfly
Location: Redwood City
Posted on: June 2, 2021

Job Description:

DescriptionShutterfly's purpose is to help share life's joy as the leading retailer and manufacturing platform for personalized products and communications. As a leader in personalized photos and services, we allow you to create lasting keepsakes; award-winning photo books; custom stationery, including cards, announcements, and invitations; as well as unique home decor and photo gifts. We help you connect with your family and friends by sharing your memories and photos in creative and innovative ways. We are seeking an experienced data scientist to join Shutterfly's Customer Insights and Analytics team to support key initiatives within personalization sciences. This role will leverage the latest ML techniques for customer facing applications, develop Shutterfly's unique and novel data sources and identify predictive modeling opportunities to better serve the needs of Shutterfly's diverse customer base. The ideal candidate will have hands-on experience in developing and deploying deep learning models, designing and executing A/B tests, and creating integrated feedback mechanisms for test and learn.POSITION RESPONSIBILITIES:Work with stakeholders to define objectives and measure success, establish KPIs and measurement methodologiesProvide expertise to non-analytical peers within Marketing, Product and EngineeringDevelop experimental designs to support test and learnApply advanced knowledge of SQL and the ability to extract and develop complex modeling featuresSize the impact of the models on key business measuresBuild machine learning models using Python which can recommend optimal product, offer, content and information.Provide actionable insights to drive key decisions across the marketing organization using a range of analytical/statistical techniques from descriptive analysis to predictive/explanatory modelsBe a self-starter, eager to learn, and motivated by a passion for developing the best possible solutions to problemsREQUIREMENTS:MS or Ph.D. or equivalent experience in a quantitative field such as computer or data science, economics, applied statistics or life sciences3+ years of experience in developing and deploying machine learning and deep learning models in a professional settingKnowledgeable about recent advancement in the field and possess a strong research mindsetDomains of expertise should include at least one of the following: collaborative filtering, content-based recommender systems, link-click prediction, NLP for information retrieval, computer vision or predictive customer targeting.Experience with deep learning frameworks such as Tensorflow, Keras and/or Pytorch and developing statistical studies in Python/JupyterAdvanced SQL skillsPractical experience with distributed data platforms: Map/Reduce, Hadoop, SPARKUsage of cloud compute solutions, eg. AWS, GCS or AzureExperience with version control systems such as GithubHands-on experience with Unix#LI-KM1

Keywords: Shutterfly, Redwood City , Senior Data Scientist, Other , Redwood City, California

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