Sr Data Mining Researcher(Analyst)(职位编号：768415)
微软亚洲搜索技术中心 （STCA）
- 公司性质：外资(欧美)
- 公司行业：计算机软件
职位信息
- 发布日期：2012-11-13
- 工作地点：北京
- 招聘人数：1
- 工作经验：一年以上
- 学历要求：本科
- 职位类别：软件工程师 数据库工程师/管理员
职位描述
Job Category: Software Engineering: Development
Location: China, Beijing
Job ID: 768415
Product: Microsoft Online Services
Division: Online Services Division
Job Title: Senior Data Mining Researcher/Analyst
Group: Ad Platform China, Microsoft Corp
Location: Beijing, China
Are you passionate about playing a key role in the Microsoft online targeting business? Do you enjoy working in a dynamic, fast-moving environment with cutting-edge technologies? Are you strong at creating actionable insights through business analysis? Do you want to develop a global perspective and gain rich experience in business thinking, planning and pioneer exploration & feasibility research?
Microsoft Ad Platform China team is looking for an experienced data mining researcher (or analyst) to be part of its premium targeting team to provide applied research and data analytics expertise in this area. This is an exciting position, providing the candidate two major opportunities: 1) gain biz insight through deep marketplace analysis; 2) solve high industry impact business problems in the online advertising space using information retrieval, machine learning, data mining and statistical methodologies.
Ad Platform China team is part of Microsoft OSG (Online Services Group), based in Beijing and focuses on providing user and content intelligence to online markers, publishers and agencies. Premium targeting is a major source of revenue for Microsoft display advertisement worldwide.
Job Responsibility:
- Apply data mining, machine learning and statistics to understanding the user online behavior while respecting privacy, inferring user interests and intent, as well as measuring user engagement with online advertising and campaign effectiveness.
- Generate actionable insights for improving MS audience targeting business, including innovation on both product offerings and technology advancement for high quality targeting capability
- Design, carry out and analyze experiments to evaluate research results.
- Act as an expert in the area of data mining, machine learning, statistics, analytic in broader organization and provide technical leadership to others in the Advertising Data Mining team.
- Build high quality data mining and analysis solution on specific biz problems.
Qualifications:
- MS degree or PHD (preferred) in statistics, machine learning, mathematics, or related field (or the equivalent combination of education and experience).
- Expertise in at least two of the following areas: statistics, user modeling, data mining, web mining, machine learning, business intelligence & customer intelligence, information retrieval, data warehousing, e-metrics/measurement, parallel and distributed computation (three or more areas are preferred).
- Extensive academic or industry experience in applying above expertise to large scale real-world data to solve real business problem.
- Strong analytical skills and experience working with complex technical systems.
- Ability to work independently and in a team to develop innovative solutions.
- Hands-on approach to data analysis, attention to detail and a strong focus on quality.
- Good coding (e.g. C/C++/C#/SQL) and rapid prototyping skills.
- Good communication and organizational skills, ability to quickly engage with internal and external partners and drive to results
- Relevant experience in online business and digital marketing, including audience targeting, search and ads, personalization, social media, is a plus.
- Microsoft is an equal opportunity employer and supports workforce diversity.
GCR:CN:DEV:EN
Location: China, Beijing
Job ID: 768415
Product: Microsoft Online Services
Division: Online Services Division
Job Title: Senior Data Mining Researcher/Analyst
Group: Ad Platform China, Microsoft Corp
Location: Beijing, China
Are you passionate about playing a key role in the Microsoft online targeting business? Do you enjoy working in a dynamic, fast-moving environment with cutting-edge technologies? Are you strong at creating actionable insights through business analysis? Do you want to develop a global perspective and gain rich experience in business thinking, planning and pioneer exploration & feasibility research?
Microsoft Ad Platform China team is looking for an experienced data mining researcher (or analyst) to be part of its premium targeting team to provide applied research and data analytics expertise in this area. This is an exciting position, providing the candidate two major opportunities: 1) gain biz insight through deep marketplace analysis; 2) solve high industry impact business problems in the online advertising space using information retrieval, machine learning, data mining and statistical methodologies.
Ad Platform China team is part of Microsoft OSG (Online Services Group), based in Beijing and focuses on providing user and content intelligence to online markers, publishers and agencies. Premium targeting is a major source of revenue for Microsoft display advertisement worldwide.
Job Responsibility:
- Apply data mining, machine learning and statistics to understanding the user online behavior while respecting privacy, inferring user interests and intent, as well as measuring user engagement with online advertising and campaign effectiveness.
- Generate actionable insights for improving MS audience targeting business, including innovation on both product offerings and technology advancement for high quality targeting capability
- Design, carry out and analyze experiments to evaluate research results.
- Act as an expert in the area of data mining, machine learning, statistics, analytic in broader organization and provide technical leadership to others in the Advertising Data Mining team.
- Build high quality data mining and analysis solution on specific biz problems.
Qualifications:
- MS degree or PHD (preferred) in statistics, machine learning, mathematics, or related field (or the equivalent combination of education and experience).
- Expertise in at least two of the following areas: statistics, user modeling, data mining, web mining, machine learning, business intelligence & customer intelligence, information retrieval, data warehousing, e-metrics/measurement, parallel and distributed computation (three or more areas are preferred).
- Extensive academic or industry experience in applying above expertise to large scale real-world data to solve real business problem.
- Strong analytical skills and experience working with complex technical systems.
- Ability to work independently and in a team to develop innovative solutions.
- Hands-on approach to data analysis, attention to detail and a strong focus on quality.
- Good coding (e.g. C/C++/C#/SQL) and rapid prototyping skills.
- Good communication and organizational skills, ability to quickly engage with internal and external partners and drive to results
- Relevant experience in online business and digital marketing, including audience targeting, search and ads, personalization, social media, is a plus.
- Microsoft is an equal opportunity employer and supports workforce diversity.
GCR:CN:DEV:EN
公司介绍
Search Technology Center Asia invites you to join!
STCA was founded in 2005 and is now starting the second “Five-Year Plan” after integrating with Ads Platform and Bing Mobile in 2011. The new team has not only built up its strengths and expanded its scope, but also set a shared goal, broadened its vision, and is equipped with richer resources that give the team the confidence to scale new heights.
STCA is now focusing on the following areas: the continuous exploration of Bing search technology; the technical innovation of online advertisement services; the development of the MSN social platform; and the development of mobile search applications, and the next generation of Microsoft’s speech and natural language platform. Today, STCA is the largest R&D team of the Microsoft Online Services Division outside the United States with investment plans to scale well over 460 in FY12.
We have many exciting openings in STCA for DEV, Research SDE, Researcher, TEST, and PM across all feature teams of Bing, Ads, MSN Social, Mobile Search, and Speech Technology. All our openings are available from external website www.bingjobs.com or careers.microsoft.com. STCA invites you to join!
微软亚洲互联网工程院诚邀您的加入！
微软亚洲互联网工程院由搜索技术和广告技术研发团队组成，其研发方向涵盖五大领域： 微软必应（Bing）搜索引擎技术，在线广告技术，MSN社交网络,移动互联网及语音处理的研发。微软亚洲互联网工程院是微软全球在线产品研发的一支重要团队和中坚力量，同时它也肩负着推动微软在中国及亚太地区在线服务市场发展的使命。为达成这一使命，微软亚洲互联网工程院在北京建立了世界一流的地区性研发中心，与微软亚洲研究院、微软消费者互联网国际产品部等部门密切协作，致力于将微软搜索及广告产品开发团队提升为高效的、全球性的开发组织。同时中心为每一位才华横溢的工程技术人员和商业管理人员的职业发展提供丰富的机会与挑战。
我们在必应搜索，广告，MSN 社交网络,移动互联及语音处理五大领域都有众多开发，研究员，测试和产品经理的职位空缺。我们职位信息的外部网站是www.bingjobs.com 或者careers.microsoft.com。微软亚洲互联网工程院诚邀您的加入！
STCA was founded in 2005 and is now starting the second “Five-Year Plan” after integrating with Ads Platform and Bing Mobile in 2011. The new team has not only built up its strengths and expanded its scope, but also set a shared goal, broadened its vision, and is equipped with richer resources that give the team the confidence to scale new heights.
STCA is now focusing on the following areas: the continuous exploration of Bing search technology; the technical innovation of online advertisement services; the development of the MSN social platform; and the development of mobile search applications, and the next generation of Microsoft’s speech and natural language platform. Today, STCA is the largest R&D team of the Microsoft Online Services Division outside the United States with investment plans to scale well over 460 in FY12.
We have many exciting openings in STCA for DEV, Research SDE, Researcher, TEST, and PM across all feature teams of Bing, Ads, MSN Social, Mobile Search, and Speech Technology. All our openings are available from external website www.bingjobs.com or careers.microsoft.com. STCA invites you to join!
微软亚洲互联网工程院诚邀您的加入！
微软亚洲互联网工程院由搜索技术和广告技术研发团队组成，其研发方向涵盖五大领域： 微软必应（Bing）搜索引擎技术，在线广告技术，MSN社交网络,移动互联网及语音处理的研发。微软亚洲互联网工程院是微软全球在线产品研发的一支重要团队和中坚力量，同时它也肩负着推动微软在中国及亚太地区在线服务市场发展的使命。为达成这一使命，微软亚洲互联网工程院在北京建立了世界一流的地区性研发中心，与微软亚洲研究院、微软消费者互联网国际产品部等部门密切协作，致力于将微软搜索及广告产品开发团队提升为高效的、全球性的开发组织。同时中心为每一位才华横溢的工程技术人员和商业管理人员的职业发展提供丰富的机会与挑战。
我们在必应搜索，广告，MSN 社交网络,移动互联及语音处理五大领域都有众多开发，研究员，测试和产品经理的职位空缺。我们职位信息的外部网站是www.bingjobs.com 或者careers.microsoft.com。微软亚洲互联网工程院诚邀您的加入！