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Senior AI Perception Algorithm Engineer
4 months ago
Position Overview:
In this role, you will be responsible for developing cutting-edge deep learning-based perception algorithms and advancing the state-of-the-art in computer vision. Your expertise in algorithm development and optimization will contribute to our mission of delivering innovative solutions in the field of AI perception.
Responsibilities:
- Design and implement advanced algorithms for various vision tasks, including object detection, lane detection, segmentation, and depth estimation. Enhance the accuracy and robustness of our perception systems.
- Research and propose novel network architectures and training methodologies to improve the performance of our vision models. Design efficient and effective networks for vision problems.
- Optimize deep neural networks to meet the computational and memory constraints of ASIC platforms. Apply network compression techniques for efficient deployment in resource-limited environments.
- Continuously explore the latest advancements in deep learning and computer vision literature. Bring innovative ideas to the team and contribute to the evolution of our perception algorithms.
- Contribute to our intellectual property portfolio by publishing patents and research papers. Share findings and insights with the scientific community to establish our leadership in AI perception.
Qualification/ Requirements:
- MS/Ph.D. in computer science, electrical engineering, or equivalent.
- Research and development experience in one or more of the following areas:
- Deep network development, particularly with visual data.
- Object detection and tracking.
- Stereo/optical flow/depth estimation.
- Multi-view geometry and 3D computer vision.
- Structure from motion.
- Network compression and optimization.
- Network-based sensor fusion.
- Mathematical optimization.
Tell employers what skills you have
TensorFlow
Compression
Machine Learning
Segmentation
Mathematics
Computer Vision
3D
Research and Development
Publishing
Intellectual Property
Algorithm Development
Python
Statistics
ASIC
Geometry
Electrical Engineering