Software Engineer II (职位编号:1087671)
微软亚洲互联网工程院(STC)
- 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:2019-08-01
- 工作地点:北京
- 招聘人数:若干人
- 工作经验:无工作经验
- 学历要求:招若干人
- 语言要求:不限
- 职位类别:软件工程师
职位描述
Job # 344161 1087671
Locations China, Suzhou
Job families Development (engineering)
Teams Bing
As Artificial Intelligence, Computer Vision, and Virtual Reality continue to boom in the industry, at Bing we are deeply investing in building Computer Vision capabilities to power the products of the future. We are looking for talented people to join our Computer Vision Sciences team that builds computer vision intelligence, deep image understanding cloud services, visual search, and client applications for visual search/innovative fun scenarios in search, conversation, apps etc. products. You will push the frontier of computer vision by harnessing the billions of images and videos in bing.com, the massive volume of user signals, and large-scale computation capabilities to deliver capabilities that features across the bing.com, Azure, Office and Window products.
Applicants will:
1. Work on vision-related research and development on computer vision tasks focused on visual annotation, content-based image retrieval, for both image and videos.
2. Design and develop image classification, annotation, object detection, clustering, ranking algorithms.
3. Design and develop large scale data collection and processing modules.
4. Large scale user data analysis and product A/B test analysis to make data driven decision
5. Good communication with research/development/product partner teams both locally and overseas
6. Track frontier CV algorithm development, apply advanced techniques onto the product, technical sharing with the team
The required qualifications are:
1. Computer Vision Master or PHD degree, or have 3+ year industry computer vision related project experience in image classification/recognition/search/deep learning/video/OCR etc.
2. 3+ years machine learning experience
3. Great programing skills, familiar with MapReduce/Spark/Parameter Server etc. large scale distribution computing platform
4. Prefer to have experience on development on common vision toolkits Caffe/TensorFlow/CNTK/OpenCV etc.
5. Passion for making user impact and high quality products.
6. Great communication, self-driven, result-oriented, and an optimistic spirit
Our developers work on every aspect of the development process including generating feature proposals, designing them, implementing them, shipping them and analyzing data from live production data to improve and innovate further. You will need to be agile, able to jump into any piece of code, learn the latest and best in-house and open source technologies to deliver innovation quickly and with high quality. We also encourage role rotation which means you will have a chance if you wish to try different parts from core engineering to machine learning to user experience development if you choose.
Interested? Contact us immediately to find out how to join.
Microsoft is an equal opportunity employer and supports workforce diversity.
GCR:CN:DEV:EN
Bing Multimedia Experiences Overview
Below is a quick overview of some of the experiences the Bing Multimedia empowers globally.
Image Search Experience
Our image search is second-to-none, and we don’t just give you images. We index collections of images from popular sites like Pinterest. We give you related searches for your queries to help you to explore the world of images just by clicking. At the heart of all of this is our ranking technologies that don’t just try to find semantically relevant content, but also consider beauty, size, aspect ratios and watermarking all to bring you simply the best images for your search query.
Play music videos and watch lyrics directly from search results
Now playing your favorite music videos is trivial on bing.com thanks to end to end investments in our music crawling, indexing and semantic conflation technologies. All presented in an immersive carousel experience that lets you jump through all your favorite songs.
Make every query in Bing.com richer by conflating images and video with web search results
We think boring text results aren’t good enough, and so one of the key goals of the Multimedia team is to enrich web search queries with interesting images and videos that are contextually relevant. If you search for your favorite sports team, we’re going to show you recap and highlight videos together with those scores. If you search for news, we are going to show you contextually relevant news videos. We’re doing the same for TV queries, video games, how-to videos, … and the list goes on. Bing is better because the Multimedia team makes search results visually engaging.
Image and Video Search Results in Bing.com
Every time you do a query on Bing.com you are seeing yet another search result powered by the Multimedia team. Our team delivers the image and video results you see in your bing results, on your phone, tablet and desktop.
Video Landing Experience
We bring you the best trending videos, music, TV and movies on our landing experience every day.
Smart Preview
Powered by our video summarization technology, we provide users the capability to quickly preview about 70% of our videos by simply hovering. This helps you better choose exactly which video you want to watch.
Visual Search
Powered by our visual search technology based on deep learning techniques, we are use any image as a query to search our index to discover related images and knowledge. For example, highlight any face and we will try to identify who that person is. Pick a product and we will try to tell you where to buy it and how much it costs.
Video Play Experience
We’re giving users the ability to enjoy videos from the entire web all within the comforts of bing.com. Today about 80% of our search results open videos for watching directly within Bing. That means you don’t need to jump across different video sites around the world. Bing simply has one of the most comprehensive video indexes in the world.
职能类别: 软件工程师
公司介绍
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!