Software Engineer II
微软亚洲互联网工程院 查看所有职位BeijingUpdate time: July 12,2019
Job Description
北京市

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

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