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We are working on internal solution, which is going to became a part of a bigger platform for Autonomous Driving level 4/5 functions development.
The solution is related to automated ground truth generation on recorded data (video, lidar, radar). We use both deep learning and classic computer vision approaches for object detection, recognition and tracking.
- Grow deep learning expertise and implements best practices
- Contribute into development road map
- Consulting with clients and partners
Must• Excellent knowledge and experience in Deep Learning technologies
• Experience in building neural network architectures from scratch / from scientific article
• Experience with open-source implementations
• Good knowledge of python and code optimization
• Good knowledge In computer vision algorithms
• Knowledge of modern DL frameworks (tf, pytorch, caffe2, etc)
• Ready to work in a team and share knowledge
• English: intermediate or higher (higher is better)
Nice to have• Work with point cloud (lidar) data will be a plus
• Experience with cloud (AWS, Azure, Google) will be a plus
- Russian: Native
- English: Intermediate