) 5-10 years of experience in a corporate, start-up, or research environment 3+ years experience with advanced programming languages and big data distributed system tools like Python, R, Scala, Java, Hive, SQL, Spark, etc 3+ years of professional machine learning experience (such as supervisedunsupervised learning, recommendation systems, reinforcement learning, deep learning, NLP, etc