微软职位内部推荐-SDEII

微软近期Open的职位:

Location: Beijing/Suzhou

Want to work on a fast-cycle, high visibility, hardcore search team with ambitious goals? Internet search is one of the highest impact and most technically challenging projects in the computer industry. Our mission is to delight the customers by delivering the most relevant results with rich user experience. Our team is responsible for a broad range of areas including the following.

• Core Ranking and Query Rewriting team: developing query intent understanding, ranking feature extraction, sorting and ranking algorithms that find and return the best available web results for queries performed on Bing. Understanding the user intent from few possibly ambiguous words is extremely hard and we are developing various techniques to be able to capture the user intent accurately. We also build techniques for understanding and extracting relevant information on web documents. We are heavily metrics driven for assessing various aspects of results relevance such as query intent understanding, diversity, freshness, authority, and relevance to user location and user experience.

• Whole Page Relevance team: responsible for the final look & feel of every visible section on Bing Search Result Page (SERP).   We own a wide variety of features, which are directly customer facing and involve broad range of technologies.   They include data ETL pipeline and machine learning, relevance and answer ranking, rich UX, post-web triggering and whole page optimization, Ads monetization, and list of Auto-pilot / Azure based standalone tool systems.

• Answers & Semantics team:   working on answer development tools and semantic understanding technologies for Bing, Cortana and Office.   Our responsibility include the following. 1) Innovate new algorithms for discovery flow graph of answers and recommendation of relevant answers, especially for task completion; 2) Build toolkits and platform for answer life cycle management including design & implementation, experiment, triage & ship and maintain; 3) Develop query/document understanding features; and 4) Develop content quality features.

• Speech output team: working on understanding and harnessing the data on the internet to make them available to users through a natural user interface. The team is responsible for the following areas within the Cortana (小娜) personal assistance: text to speech synthesis; natural language generation; and knowledge and data understanding.

• Language Understanding team: working on the Cortana personal assistant project, and will be extending the understanding capabilities to all Windows devices and many languages. In order to achieve the goal, we focus on the following areas: 1) Innovate new algorithms for domain/intent understanding, and entity extraction; 2) Integrate speech recognition, language understanding, and dialog engine; 3) Build toolkits and platform for automatic statistical model building, rule construction, scorecard, and error analysis; 4) Mine natural language data for enriching statistical models; and 5) Investigate language scalability via machine translation or some other technologies.

As a member of the relevance team, you will have a direct impact on the quality of our search results which in turn determines the experience of millions of user searches every day. In collaboration with researchers at MSR, we explore and invent cutting edge methods in statistics, information retrieval, data mining, machine learning, natural language processing and distributed systems to solve hard problems. You will have enormous resources at your disposal; high-performance distributed systems with vast amounts (peta-bytes) of raw and processed data from our logs/index and the tools to work with this data. At the same time you will be working with low-level systems code to maximize our relevance while keeping user latencies at a minimum. You will have an opportunity to make a huge difference not only to Microsoft’s online business and bottom line, but to enhance search experience to allow everyone to find the information they need. You have the right environment and strong support to drive your favorite features to solution. We are an extremely agile team and we move very fast from ideas to experimentation, development and deployment through continuous releases throughout the year.

We are looking for cream of the crop - motivated engineers with excellent architecture, design, coding, and debugging skills.

•      B.S. in Computer Science or equivalent required; MS/PhDs preferred.

•      Familiar with at least one OOP language: C++/C#/Java;

•      Great design, problem solving, and data analysis skills, with demonstrated passion for quality, performance, and engineering excellence

•      At least two years of industry experiences in engineering or research is preferred.

•      Experience in data mining/analysis, machine learning, information retrieval, large scale server experience, knowledge representation, speech synthesis, and/or computational linguistics is a plus.

•      Motivated and able to work independently as well in a collaborative team setting to research innovative solutions to challenging technical/business problems.

Microsoft is an equal opportunity employer and supports workforce diversity.

GCR:CN:DEV:EN

如果你想试试这个职位，请跟我联系，我是微软的员工，可以做内部推荐。发你的中英文简历到我的邮箱：Nicholas.lu.mail(at)gmail.com