Tasks

As the central Data/AI competence center of BMW China, CIH-6 has the mission to provide user-centric Data/AI interactions with practical innovative attempts, cost-efficiency solutions and guaranteed algorithm performance. 

The data scientist in CIH-6 should handle not only traditional computer vision approaches, but also cutting-edge technologies with code-level prototype build-up capabilities.

Key Responsibilities

• Discover business values through the entire data pipeline

• Deliver Data/AI solution based on code-level open-source libraries

• Deliver Data/AI solution based on major cloud budding blocks

• Conduct continuous research on cutting-edge technologies and explore promising topics in relevant areas

• Regular progress update with management and stakeholders using data visualization techniques and audience friendly approach

• Regular knowledge sharing to enable team members

• Work with team members and stakeholders to validate the technical feasibility of applying cutting-edge technologies in business scenarios

• Together with DevOps colleagues to accomplish Data/AI function delivery

Qualifications

• Bachelor or master’s in computer science, Engineering, Information Technology, Statistics with equivalent work experience

• Demonstrated experience applying computer vision methods to real-world data problems

• Solid knowledge in Data/AI with the capability to determine applicable algorithms/models based on problem statements

• Code engineering skill to deploy Data/AI models with container technologies

• Proficient in Python, familiar with python for computer vision

• Familiarity with computer vision libraries such as OpenCV, PIL, etc

• Solid foundation in mathematics

• Proficient in TensorFlow, PyTorch, Megatron, DeepSpeed frameworks, understands various parallel strategies, and has experience in large-scale distributed training

• Familiarity with classic CV algorithms (SIFT, SLAM, etc.) and deep learning models (CNN, etc)

• Familiarity with object detection, instance segmentation, classification algorithms

• Priority given to those with relevant project experience, such as image recognition, object detection, autonomous driving, security surveillance, AR/VR fields

• Good teamwork spirit & conflict resolution skills & creative thinking & problem solving skills

• Passionate for innovation with a drive to learn new technologies and techniques

• Excellent verbal and written English

• Good communication skills in both Chinese and English for coordinating across teams

• Experiences in scripting language Python 1-3 Years

• Expert knowledge in mainstream computer vision frameworks (e.g., TensorFlow, PyTorch) 1-3 Years

• Experience in target detection or image recognition projects 1-3 Years

• Experience on AI-driven large-scale distributed system development 1-3 Years

• Project, operation experience on DevOps environment and methodology 1-3 Years

• Experience in dataset creation and annotation 1-3 Years