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。
Company Description About NielsenIQ NielsenIQ is a global measurement and data analytics company providing the most complete and trusted view of consumers and markets in 90 countries covering 90% of the world’s population. Focusing on consumer-packaged
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