Staff Data Mining Analyst
上海赫庭人才服务有限公司
- 公司规模:少于50人
- 公司行业:专业服务(咨询、人力资源、财会)
职位信息
- 发布日期:2013-05-14
- 工作地点:上海
- 招聘人数:若干
- 工作经验:五年以上
- 学历要求:本科
- 语言要求:英语熟练
- 职位类别:互联网软件开发工程师 高级软件工程师
职位描述
Work with business and analytics partners to support overall business optimization;
Apply advanced statistical/econometric modeling tools to develop robust predicative models to support business initiatives;
Conduct and manage applied research and modeling work in the areas of query analysis, user behavior/intent analysis, and search engine measurement.
Research and experiment with data mining algorithms for query segmentation and dynamic segment expansion.
Utilize data mining technologies and various data sources like eBay web usage logs, search query terms, human judgment data from crowd sourcing platform, and 3rd party data, to gain insight into Internet user behavior and intent that will set the foundation for eBay search engine services.
Provide complete solutions to business problems using data mining techniques, statistics and data analysis.
Serve as subject matter expert and drive thought leadership in the areas of identifying search engine improvement needs, measurement and supporting release decisions for new algorithms.
Mentoring and coaching junior staffs, driving internal operational excellence, and developing career for the team
.
Job Requirements
MS degree or PhD (preferred) in Computer Science, Statistics, Mathematics, or equivalent is required for this position
At least 5 year experience in areas of advanced reporting and data mining. Solid understanding of descriptive statistics, hypothesis testing, regression and variance analysis, classification and clustering, factor analysis, model selection, etc.
Expertise with applying predictive modeling techniques, machine learning, statistics and information retrieval methods to real-world data
Superior communications skills, both verbal and written in English and Chinese
Ability to work independently and in a team to research innovative solutions to challenging business problems
Attention to detail and data accuracy.
Extensive experience with large data sets and data manipulation.
Hands on with SQL, Oracle or Teredata, R or SAS is a must. Experience with python/perl/Hadoop is preferred. Working experience or knowledge of search engine, information retrieval is preferred.
公司介绍
我们的专业职业顾问具有深厚的行业背景和敏锐的洞察力,可以在最短时间内准确判断客户和候选人的潜在需求与心理;科学高效的工作流程保障了我们的工作结果;超过业界平均水平的通过率使我们在行内世界500强的客户中拥有良好的口碑。
赫庭咨询拥有一个广阔、高效的人才搜索与咨询网络,我们在上海、深圳、北京、武汉和成都等地的职业顾问对本地的人才市场深刻准确的把握保证了我们无论身处何处都为客户提供敏捷的跨区域服务。专业、高效、优质(Professional , Valuable & Efficient, High Quality)是我们始终追求的目标。