Responsibilities:

• Responsible for the development, optimization and maintenance of online inference systems.
• Development and maintenance of data mining platform and online activities.
• Compression and optimization of machine learning models to be able to meet the performance requirements of model online services.

Requirements:

• Solid C/C++ development experience, familiar with multi-threaded programming, memory management, design patterns and Linux development environment, clear understanding and knowledge of C++11 syntax features, and good experience in high concurrent program development.
• Familiar with machine/deep learning theory and experience in training deep learning models.
• Familiar with programming in python/golang/scala/java is prefered.
• Familiar with the common algorithms in cv/nlp/recommnedation/sns is a plus.
• Understanding of the internal implementation principles of Tensorflow/Pytorch is a plus.
• Experience in distributed system related projects, design capability and debugging ability of complex system software is a plus.
• Familiarity with GPU hardware architecture, proficiency in CUDA, etc., and extensive optimization experience in areas such as deep learning computational frameworks is a plus.
• Experience in AI compiler development, familiar with model compression technology framework and the latest research progress, with clear knowledge and understanding of method principles is a plus.

Rajasekar Shirley Monisha License No.: 02C3423 Personnel Registration No.: R22106767

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