替代专业:Data Science, Operations Research, Mathematics or a related field
可替代教育及经验组合:N
所需教育层级:
其他可替代教育层级:
认可经验年限:
境外教育背景:Y
可替代职业:Y
可替代职业时长（月）:24
可替代职业名称:related occupation
是否为正常职业要求:Y
是否需要外语:N
特殊技能:Requires a Masters degree in Statistics, Data Science, Operations Research, Mathematics or a related field, plus 2 years of experience in a related occupation. Requires 2 years of experience in all of the following statistical and machine learning, including GLMS, tree models, and clustering; feature engineering and selection methodologies, including principal components and algorithmic selection methods for identifying uncorrelated variable subsets; using statistical computer languages, including R and Python; using databases across a variety of environments, including Greenplum, Snowflake, AWS S3, and SQL; big data platforms, including Hadoop, Hive, AWS, and Mortar, and big analysis with MapReduce and AWS; geospatial data formats and analyses, including mapping and spatial correlation analyses; and text analytics, including text mining, natural language processing NPL, and regular expressions.