数据分析/数据挖掘实习生(机器学习方向)
岗位职责:
1. 数据处理: 使用SQL进行数据提取、清洗及预处理。
2. 分析挖掘: 基于业务需求,运用Python进行数据分析、特征工程及机器学习建模(如回归、聚类等)。
3. 工具应用: 利用BI工具(PowerBI)制作可视化报表;结合AI工具提升数据分析与编程效率。
任职要求:
1. 学历专业: 本科及以上在读,统计学、计算机、数学、数据科学等相关专业。
2. Hard Skill:
· SQL:能熟练编写SQL(包括多表连接、聚合、窗口函数)
· Python: 基础扎实。熟悉Pandas/NumPy进行数据清洗与预处理;
· AI/ML基础:理解常见机器学习算法原理,有项目或竞赛经历者优先。
· 加分项:熟悉PowerBI;会使用AI工具辅助编程
3. Soft Skill: 逻辑清晰,自驱力强,对AI技术有好奇心。
实习时间:每周至少三天on-site

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