Responsibilities:
1、负责大规模海量数据的特征提取、数据分析和数据挖掘,对数据进行关联、预测分析等;
2、负责利用统计分析、机器学习等技术,建立数据模型,解决实际业务问题;
3、基于对业务的理解和大量数据特征,参与库存预测、库位关联、风险评估、订单流策略分析等模型建设和研究,挖掘大数据价值提升业务效果;
Requirements:
1.熟练应用python等数据挖掘工具及机器学习算法,熟悉数据挖掘流程,具备业务分析、模型选择评估等实战能力;
2.3年以上数据分析相关工作经验,具有互联网数据挖掘能力,B端业务数据挖掘、有供应链企业工作经验者优先;
3.熟悉数据库操作,熟练应用sql,熟悉sql语句优化,有hadoop、HIVE等大数据工具使用经验者优先;
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