Director 数据科学家

3 weeks ago


Shanghai, China NielsenIQ Full time

Job Description

工作范围 :

支持产品和商业团队的业务需求,推动内部产品和外部合作伙伴共创产品的算法研发与改进。 帮助产品和商业团队理解数据产品以及其背后的算法。 与商业团队合作,向客户具体解释正在进行的研究,并以简单而有效的方式帮助客户更好地理解NielsenIQ的数据模型。 与多个利益相关方就数据需求以及新研究的设计进行合作。 不断尝试和测试新算法、和工作流程,并核查它们是否能提高精度和效率。

主要职责:

领导尼尔森大数据和分析咨询相关产品的算法更新、改进并创建新算法的需求设计与开发 带领并指导团队完成基于NIQ数据或客户数据(第三方数据等)的模型算法的设计和搭建工作 与产品和商业团队密切合作,以确保模型算法符合产品或客户定制项目需求 与技术团队合作,参与大数据相关产品的开发与实现 带领4-6人算法团队

Qualifications

职位要求:

统计学,数学,数据科学等相关专业,本科及以上学历。 熟练掌握SQL语句,熟悉常用数据库的操作。 熟练掌握Python。 熟练掌握spark,pyspark和scala至少会一种。 熟练掌握数据处理和统计分析的常用方法。 有机器学习或数据挖掘相关项目经历。 熟练掌握Hadoop生态下的各种常用工具。 有3年以上团队管理经验。 至少熟悉一种深度学习框架,如pytorch或tensorflow。 有NLP深度学习或大模型项目经验者优先。 敏锐的数据观察和分析能力,及时发现和分析其中的问题并给出建议。 良好的沟通能力和团队精神,较强的学习能力,能承担一定的工作压力。 有互联网B端产品开发经验,电商数据经验者优先。

价值观与行为:

开放渴望面对新的技术挑战。对过程、工作方式、工具等的改变持开放态度。进行根本原因分析,并制定预防计划。 社交能够同时从内部和外部管理利益相关者。能够管理客户需求,并清晰地向他们解释各方面业务。良好的沟通能力,热爱与团队合作与沟通。即使在外也能够与团队和客户热切交流。 正直的以正直、诚实的态度分析数据。坚持不懈地认识与解决问题。能够对上级说“我不知道”或“我不理解”,使其不断提高。能够在没有监督的情况下独立工作,可靠地完成被分配的工作。 创造力喜欢尝试新事物,不惧怕失败。热衷于学习新技能,尤其是新技术。

Additional Information

/LP

About NIQ

NIQ is the world’s leading consumer intelligence company, delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth. In 2023, NIQ combined with GfK, bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer insights—delivered with advanced analytics through state-of-the-art platforms—NIQ delivers the Full View.



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