Responsibilities:

• Develop, optimize, and maintain machine learning systems.
• Create and maintain a data mining platform for online activities.
• Compress and optimize machine learning models to meet the performance requirements of online model services.

Requirements (you need to have):

• Experienced in Backend Developer role.
• Proficient Python, Golang, with substantial experience in developing highly concurrent programs.
• Experienced in service development, including proficiency in multi-threaded programming, memory management, design patterns, and the Linux development environment.
• Hands-on experience in training deep learning models.
• Knowledge of machine learning training platforms and workflow management tools, such as Jupyter, Airflow, and MLflow.

Bonus (Requirements on top are much more important):

• Understanding of GPU hardware architecture, CUDA proficiency, and extensive optimization experience in deep learning computational frameworks is a plus.
• Familiarity with common algorithms in computer vision (cv), natural language processing (nlp), recommendation systems, and social networking services (sns) is a plus.
• Experience in distributed system projects, including the ability to design and debug complex system software, is a plus.
• Experience in AI compiler development, familiarity with model compression technology frameworks, and awareness of the latest research progress in this field are advantageous.