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达摩院-智能计算实验室-Research scientist-Seattle

发布时间: 2019-02-13 工作地点: 西雅图 工作年限: 五年以上
所属部门: 阿里集团 学   历: 博士 招聘人数: 1

岗位描述:

The Data Analytics and Intelligence Lab is hiring both research scientists and research software development engineers to work on our next-generation data management and analytical stack. The ultimate goal is to enable efficient extraction of deep insights from heterogeneous datasets by seamlessly integrating relational, graph, text, and machine-learning capabilities. We focus on both system and algorithm aspects. Specially, we are interested in the following areas (but not limited to):

1.Databases
a.High-performance distributed storage and indexes for big data management systems (utilizing, e.g., heterogeneous modern hardware)
b.Interactive data analytics: approximate query processing, data streams, online aggregation…
c.Query optimization and query processing
d.Graph databases
2.Data privacy
a.Privacy-preserving data management and analytics (using, e.g., differential privacy)
b.Automatically identifying sensitive data in massive datasets
3.Machine learning and data mining algorithms and systems
a.Machine learning and data mining algorithms (with applications in, for example, database systems, search, and recommendation systems)
b.Machine learning theory
c.Distributed machine learning systems
4.Optimization: operational research, approximation algorithms, randomized algorithms, and online algorithms (with applications in databases, machine learning, search, and recommendation systems)

岗位要求:

1. Ph.D. or Master in Computer Science or related fields
2. Precise, creative, brave, and willing to solve real problems in practice
3. Solid coding and good communication skills
4. Write and publish research papers at top-tier international conferences

 

 

申请此职位表明您已阅读并同意阿里巴巴及关联公司的《申请工作机会须知》。

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