Responsible for the development, optimization and maintenance of machine learning systems.
Development and maintenance of data mining platform and online activies.
Compression and optimization of machine learning models to be able to meet the performance requirements of model online services.
Solid service development experience, familiar with multi-threaded programming, memory management, design patterns and Linux development environment, clear understanding and knowledge of Python, Golang or Scala, and good experience in high concurrent program development.
Familiar with machine/deep learning theory and experience in training deep learning models.
Familiar with machine learning training platform and workflow management, such as Jupyter, Airflow and MLflow
Familar with programming in python/golang/scala/java is a plus.
Familiar with the common algorithms in cv/nlp/recommnedation/sns 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.