Key tasks and responsibilities:
• Apply architecture and design principals consistently and holistically to enable target end-to-end LLM/VLLM/ computer vision/ NLP/ Recommendation usage scenarios.
• As a member working in a team environment you will work with solution architects and developers and creative designs into functional requirements, and subsequently into technical design.
• As a member for our mobility LLM/VLLM/ computer vision/ NLP/Recommendation developer, you will need understand the algorithm architecture and framework, and can also support our machine learning algorithm put into production.
• Manage self-initiated goals in a collaborative team environment.
• Work with SCRUM teams and Product Management to refine requirements, understand how we will meet the broader properties of the system and help design efficient, flexible, highly scalable and extensible services.
• Be responsible for the computer vision analysis model development to make AI applications more valuable. Research new trends in utilizing up to date computer vision technology to support mobility focused AI project.
Qualifications and skills:
• Familiar with LLM/VLLM, CNN, LSTM, SVM, LR, GBDT,Bert etc.
• Familiar with Python/C++
• Familiar with OpenCV, parallel computing, OpenCL, OpenGL.
• Have some knowledge of Neural Networks framework (pytorch, tensorflow lite, Keras, caffe, etc)
• Experience of accepted of CCF-A or CCF-B papers is preferred.
• Knowledge software optimization, embedded programming and Head Unit is a plus.
• Master's degree or above in computer related major.
• Fluent in Chinese and English.