我组招人啦：Sr. Data Scientist: CV & DL 链接直接申请：Trulia - Senior Data Scientist- Computer Vision & Deep Learning
欢迎有过在图像识别和深度学习有过工作经验的工程师、科学家申请。如果你是PhD/Master毕业生，但已经有过大量的项目经验，发过CVPR等顶会论文，也欢迎投简历。
背景
Trulia (part of Zillow Group), 是北美最大的线上房地产搜索引擎之一。在过去的一年多里，我们组建立了世界上最大的房地产图像索引，标记了上亿张的房地产图片，用最领先的算法成功发布了若干与图像相关的应用，极大地提升了用户体验以及公司的核心指标，同时还有大量的功能在内部测试。
部分博客如下：
- A New Way to Search for Your Next Home
- Image Recognition Technology
- Organizing Real Estate Photo Collections for Visual Browsing
- What Makes a Photo Click: Selecting Hero Images with Deep Learning
你的职责
你需要与我们一起继续开发现有的系统和研发新的算法，同时，这一套系统不仅会被 Trulia 使用，也会支撑所有 Zillow Group下品牌，这意味你的研究成果将会被上亿用户体验。
- Collaborate closely with team members on developing computer vision systems from prototyping to production
- Research, design, implement, and deploy full-stack scalable computer vision, deep learning, and machine learning solutions to challenging problems.
- Build and maintain a large scale computer vision infrastructure to be used across Zillow group
- Work on challenging problems in computer vision in real estate and develop novel applications that bring value to our users.
- Keep up with state-of-the-art in computer vision and deep learning and apply them to create new experiences for users on Trulia
- Develop and implement state-of-the-art computer vision algorithms for object detection, classification, segmentation and recognition.
- Come up with creative ideas for new signals and products leveraging Trulia's vast collection of real estate photos.
- Work with large-scale datasets, focusing on creating scalable and accurate computer vision systems across varied applications.
- Translate business requirements into quick prototypes or proof of concept.
一点感受
我工作一年多的感受非常好，除了硅谷标准的福利大礼包（401k，保险，unlimited time off）等等外，组里也非常在乎与学术界、工业界的连接和学习，比如我去了CVPR 2015，DockerCon 2015，以及全组将会去今年的KDD 2016等。
申请连接在顶端，点击申请就好。
有任何问题，也请联系我：rchen@trulia.com
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