Manager, Big Data Modeler ID41959
广州尼尔森市场研究有限公司
- 公司规模:1000-5000人
- 公司性质:合资(欧美)
- 公司行业:专业服务(咨询、人力资源、财会)
职位信息
- 发布日期:2019-04-24
- 工作地点:上海-黄浦区
- 招聘人数:若干人
- 工作经验:3-4年经验
- 学历要求:招若干人
- 语言要求:不限
- 职位月薪:2.5-3万/月
- 职位类别:其他
职位描述
Job Purpose: Perform or lead team members to perform advanced statistical analysis through building statistical and machine learning models, and to provide consultation to client service colleagues on modeling design and resultant interpretation.
Duties and Responsibilities
Works on advanced data analyses following standard processes or nonstandard.
May work with commercial team on a variety of study roles, including but not limited to:
- Develop the study analysis plan
- Prepare study designs and sampling scheme to support client proposals
- Provide analytic support for use of models on study deliverables
- Other study roles particular to group
Analyze on large scale data set, find key insight as guide for Nielsen BigData system development and operation optimization
Using through data mining and machine learning algorithm to design and develop analytical products
Develop, implement and optimize scalable algorithm adapt on distributed system
Use prior experience to improve/create existing/new process that will increase efficiency. Co-ordinate with different teams when required on project flow and to ensure timely deliverables
Guide and train junior members of team as need may arise in non-standard statistical and analytical techniques
Manages some junior analysts or a team
Liaise with global modeling community
Qualifications
Master or above degree; major in statistics, mathematics or CS closely related fields
5+ years of hands on experience in machine learning, data mining or recommendation system related fields, knowledge of deep learning framework preferred
Ability of realizing complicated algorithms on scalable system (Hadoop/Spark)
Solid coding ability, must be proficient in Python/R, Scala or Java preferred
Must have strong technical, analytical and problem solving skills.
Must have experience of handling external clients directly and/or working with other Nielsen teams, working with marketing related industry preferred
Specialist technical knowledge in some statistical or analytical techniques is preferable
Experience of people management is preferable
Good organizing and planning skills
Good oral and written communication skills in Chinese and English
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职能类别: 其他
公司介绍
联系方式
- 公司地址:地址:span越秀区