- 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.
Just a 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 distribut