RSDE-RSDEII, Data Mining(职位编号：775088)
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：高级软件工程师
职位描述
Job Category: Software Engineering: Development
Location: China, Beijing
Job ID: 775088
Product: Bing
Division: Online Services Division
Research SDE (Research SDE II)
Search Technology Center Asia (STCA)
STCA was founded in year 2005 and is now starting the second “Five-Year Plan” after the merge with the Ads Platform Center in 2011. The new team has not only built up its strengthsand expanded its scope, but also set a shared goal, broadened its vision, and equipped with richer resources that gives 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. Today, STCA has hundreds of excellent employees and is the largest R&D team of the Microsoft Online Service Division outside the United States.
微软亚洲搜索技术中心
微软亚洲搜索技术中心由搜索技术和广告技术研发团队组成，其研发方向涵盖四大领域： 微软必应（Bing）搜索引擎技术，在线广告技术，MSN社交网络及移动互联网研发。微软亚洲搜索技术中心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，微软亚洲搜索技术中心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。
Bing Search‘s mission: To deliver the most relevant knowledge to our customers by being more than just a search engine -Bing’s goal is to be “decision engine”. To achieve that mission data is critical. At Bing, we have enormous wealth of data, ranging from user interaction logs to web documents, from user feedback to system performance data.
The Bing Data Mining Team is hiring extremely talented, highly motivated and productive individuals with expertise in the areas of analytics, statistics, machine learning, and data mining. The team develops and applies advanced techniques to turn our petabytes of data into insights; and to drive actions based on those insights. The team works closely with teams across Bing search to enable rigorous, effective and data-driven decision making. At the core of our team’s mission is using data to understand users. Some example of the challenges we face: Understanding how users interact with different search features and how these features affect users’ behaviors, understand user intent, detecting and filtering bot traffic, measuring user satisfaction, and analyzing the results of extremely large-scale experiments. We analyze a wealth of data to identify new information needs, find weak points in the current system, and quantify the business and user impact of technical issues (e.g. performance). The team also works on techniques to manage and process petabytes of data efficiently and effectively.
At Bing, we can offer you a strong team, exciting challenges, and a fun place to work. The work environment empowers you to have a real impact on millions of end users. This is also a unique opportunity to work with world-class researchers and developers. Join us and be at the forefront of search technology!
We are extending our DM team to Beijing hosted in the Search Technology Center Asia. You will be part of the talented team in Beijing for analyzing user engagement on Search and other Microsoft online services, researching/exploring and developing tools for data analysis and mining.
Job Responsibilities include:
- Develop data mining metrics, pipelines, tools, reporting, and visualization to measure and understand the search user experience and feature engagement.
- Research and develop solutions for providing high quality data (e.g. system health, performance measurement, bot & spam traffic identification, outlier detection, etc.)
- Work with team across Bing search to identify problem where data mining, machine learning, or statistics can help. Explore and develop solutions to these problems.
- Act as an expert in the area of data mining, machine learning, statistics, analytics.
- Provide technical leadership to others in the Bing Data Mining team.
- Build high quality infrastructure and data mining and analysis solution
Qualifications:
- Bachelor degree and an advanced degree (Master, PhD) in computer sciences, engineering, data mining, machine learning, mathematics, or related field (or the equivalent combination of education and experience) with hands on software development experience.
- Knowledge and experience in one or more of the following areas: data analysis, data mining, web mining, machine learning, business intelligence &customer intelligence, user modeling, information retrieval, databases, data warehousing, OLAP, data processing (ETL), e-metrics/measurement, parallel and distributed computation, reporting and data visualization.
- Strong ability to apply your software development, mathematical and algorithmic expertise to solve real problems.
- Track record of delivering solutions from requirements to production.
- Superior communications skills, both verbal and written.
- Hands-on approach to data analysis and a strong focus on quality.
- Ability to work independently and in a team to develop innovative solutions.
- Programming skills and experience (e.g. C/C++/C#/SQL).
Microsoft is an equal opportunity employer and supports workforce diversity.
Location: China, Beijing
Job ID: 775088
Product: Bing
Division: Online Services Division
Research SDE (Research SDE II)
Search Technology Center Asia (STCA)
STCA was founded in year 2005 and is now starting the second “Five-Year Plan” after the merge with the Ads Platform Center in 2011. The new team has not only built up its strengthsand expanded its scope, but also set a shared goal, broadened its vision, and equipped with richer resources that gives 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. Today, STCA has hundreds of excellent employees and is the largest R&D team of the Microsoft Online Service Division outside the United States.
微软亚洲搜索技术中心
微软亚洲搜索技术中心由搜索技术和广告技术研发团队组成，其研发方向涵盖四大领域： 微软必应（Bing）搜索引擎技术，在线广告技术，MSN社交网络及移动互联网研发。微软亚洲搜索技术中心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，微软亚洲搜索技术中心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。
Bing Search‘s mission: To deliver the most relevant knowledge to our customers by being more than just a search engine -Bing’s goal is to be “decision engine”. To achieve that mission data is critical. At Bing, we have enormous wealth of data, ranging from user interaction logs to web documents, from user feedback to system performance data.
The Bing Data Mining Team is hiring extremely talented, highly motivated and productive individuals with expertise in the areas of analytics, statistics, machine learning, and data mining. The team develops and applies advanced techniques to turn our petabytes of data into insights; and to drive actions based on those insights. The team works closely with teams across Bing search to enable rigorous, effective and data-driven decision making. At the core of our team’s mission is using data to understand users. Some example of the challenges we face: Understanding how users interact with different search features and how these features affect users’ behaviors, understand user intent, detecting and filtering bot traffic, measuring user satisfaction, and analyzing the results of extremely large-scale experiments. We analyze a wealth of data to identify new information needs, find weak points in the current system, and quantify the business and user impact of technical issues (e.g. performance). The team also works on techniques to manage and process petabytes of data efficiently and effectively.
At Bing, we can offer you a strong team, exciting challenges, and a fun place to work. The work environment empowers you to have a real impact on millions of end users. This is also a unique opportunity to work with world-class researchers and developers. Join us and be at the forefront of search technology!
We are extending our DM team to Beijing hosted in the Search Technology Center Asia. You will be part of the talented team in Beijing for analyzing user engagement on Search and other Microsoft online services, researching/exploring and developing tools for data analysis and mining.
Job Responsibilities include:
- Develop data mining metrics, pipelines, tools, reporting, and visualization to measure and understand the search user experience and feature engagement.
- Research and develop solutions for providing high quality data (e.g. system health, performance measurement, bot & spam traffic identification, outlier detection, etc.)
- Work with team across Bing search to identify problem where data mining, machine learning, or statistics can help. Explore and develop solutions to these problems.
- Act as an expert in the area of data mining, machine learning, statistics, analytics.
- Provide technical leadership to others in the Bing Data Mining team.
- Build high quality infrastructure and data mining and analysis solution
Qualifications:
- Bachelor degree and an advanced degree (Master, PhD) in computer sciences, engineering, data mining, machine learning, mathematics, or related field (or the equivalent combination of education and experience) with hands on software development experience.
- Knowledge and experience in one or more of the following areas: data analysis, data mining, web mining, machine learning, business intelligence &customer intelligence, user modeling, information retrieval, databases, data warehousing, OLAP, data processing (ETL), e-metrics/measurement, parallel and distributed computation, reporting and data visualization.
- Strong ability to apply your software development, mathematical and algorithmic expertise to solve real problems.
- Track record of delivering solutions from requirements to production.
- Superior communications skills, both verbal and written.
- Hands-on approach to data analysis and a strong focus on quality.
- Ability to work independently and in a team to develop innovative solutions.
- Programming skills and experience (e.g. C/C++/C#/SQL).
Microsoft is an equal opportunity employer and supports workforce diversity.
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！