职位描述
PythonGoTensorFlowPyTorchDBA
The Role
This position focuses on computer vision applications in industrial scenarios, including but not limited to: defect detection, visual guidance, dimensional measurement, and the exploration and application of large vision models.
Responsibilities
• Participate in internal computer vision projects, design and implement image processing and recognition solutions, and drive them to production.
• Handle image data collection, organization, filtering, and preprocessing, and perform model training, optimization, and iteration.
• Explore the application of multimodal large models in industrial use cases, and research innovative solutions in areas such as few-shot detection and video understanding.
• Stay up-to-date with the latest trends in computer vision and AI, and propose technical solutions tailored to Tesla’s business challenges.
Required Qualifications
• Bachelor’s degree or higher in Computer Science, Mathematics, Statistics, or a related field.
• Strong programming skills in Python and C++.
• Familiarity with image processing algorithms, especially OpenCV.
• Hands-on experience with deep learning frameworks such as TensorFlow or PyTorch.
• Proficient in data science tools including Pandas, NumPy, Matplotlib, and database query tools such as MongoDB Aggregation.
• Project experience with multimodal large models, with in-depth work in at least one of the following areas: multimodal representation learning, few-shot learning, or image generation.
Preferred Qualifications
• Prior project experience applying computer vision in industrial manufacturing or related fields.
• Understanding of robotics/PLC control, industrial cameras, laser sensors, or lighting solutions.
• Experience working in agile development environments.
• Strong written and verbal communication skills in both Chinese and English.
• Experience managing project timelines and delivering results under deadlines.
工作地址
上海市浦东新区正嘉路1188号,特斯拉上海超级工厂