recommendation systems Clearly communicate output of models to key product owners business customers Recognize and adopt best practices in modeling including data cleaning, feature engineering, testing, maintainability, validation and documentation   Qualifications   5+ years of experience in a Data ScienceAnalytics role Experience leading data teams (including engineers, scientists, analysts) Code proficiency on at least one of the following languages: Scala, Python, R Familiarity with ubiquitous data science libraries i