可替代职业名称:Data Scientist, Machine Learning Scientist, or related occupation.
是否为正常职业要求:N
是否需要外语:N
特殊技能:Must have at least 1 year of prior work experience in the following 1 Applying Machine Learning to concrete problems at largescale. 2 Data science and machine learning fundamentals regression, classification, treebased approach, neural networks, and sequencebased models. 3 Big Data systems Spark, EMR, S3, and AirFlow 4 Programming in Java, Scala, or Python. 5 Building inproduction recommendation systems. 6 System architecture and big data technologies streaming architecture, data pipelines, etc. 7 Test driven development, familiar with AB testing, incremental delivery and deployment; 8 Converting business problems into ML problems; 9 Hands on software development with thoughtfulness of scale, latency and distributed architecture.