Major Responsibilities:
-ÌýÌýÌýÌýÌýÌý Lead research and innovation in machine learning to improve data center networks performance and decrease the cost of operation.
-ÌýÌýÌýÌýÌýÌý Identify future business and technologies requirements in machine learning and networking, especially, use the artificial intelligence in network. Collaborate with other units to ensure the successful exploitation of research outputs.
-ÌýÌýÌýÌýÌýÌý Responsible for theory exploration, advanced algorithm design, analysis, and performance evaluation to meet challenging business requirements.
-ÌýÌýÌýÌýÌýÌý Generation of intellectual property through the patenting of ideas.
-ÌýÌýÌýÌýÌýÌý Responsible for the quality of project deliveries
-ÌýÌýÌýÌýÌýÌý Disseminate research outputs in major research and industry events worldwide.
-ÌýÌýÌýÌýÌýÌý Create and maintain strong collaborations with academia, industry and research agencies.
-ÌýÌýÌýÌýÌýÌý Contribute to the creative and innovative atmosphere in Huawei Research Labs.
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Required Degree : PhDÌý ÌýÌý Experience : 10+ years English : Operational
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Specific Requirements:
Candidates must have a strong background in Statistical Learning in the context of Machine Learning and experience in system design, algorithm development, and simulation of networked systems. In addition, the following skills and experiences are highly desirable:
-ÌýÌýÌýÌýÌýÌý PhD Degree in Applied Mathematics or Computer Science
-ÌýÌýÌýÌýÌýÌý Solid background on machine learning and data center networking
-ÌýÌýÌýÌýÌýÌý Good knowledge of standard statistical learning tools (e.g., regression methods, kernel methods, artificial neural networks, reinforcement learning).
-ÌýÌýÌýÌýÌýÌý Good knowledge of standard stochastic optimization paradigms (MDPs, dynamic programming) and sequential learning algorithms (multi-armed bandits)
-ÌýÌýÌýÌýÌýÌý Good Knowledge of network architectures, data center architectures and protocols Proficiency with machine learning tools (R, Sage, SciPy, Matlab)
-ÌýÌýÌýÌýÌýÌý Practical experience with big analytics tools (Hadoop, Spark, Storm, Flink) will be a plus
-ÌýÌýÌýÌýÌýÌý Familiarity with low-level development languages (C/C++) will be a plus.
-ÌýÌýÌýÌýÌýÌý Solid publication record in machine learning applied to networking problems
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Candidates must have the ability to conduct independent research while also contributing to team-oriented projects that often span across multiple international Huawei research sites.
Huawei is a leading global information and communications technology (ICT) solutions provider. Through our dedication to customer-centric innovation and strong partnerships, we have established end-to-end advantages in DC network telecom networks, devices and cloud computing. We are committed to creating maximum value for telecom operators, service provider, enterprises and consumers by providing competitive solutions and services. Our products and solutions have been deployed in over 140 countries, serving more than one third of the world’s population.
To apply please send a complete CV, the names of twoÌýreferences and a cover letter briefly explaining your expertise and research interests. Applications should be submitted by email to: [email protected] and [email protected] Ìý.