Computer Vision & Deep Learning Algorithms Developer
On-siteHaifa, Haifa, Israel
Job Summary
Research, design, develop, and implement advanced lidar-based perception algorithms using state-of-the-art deep learning and computer vision techniques. Develop, train, and optimize deep neural networks for challenging 3D perception tasks including detection, classification, tracking, segmentation, and scene understanding. Evaluate existing models, investigate emerging methodologies, and analyze algorithms on large-scale real-world datasets to propose innovative solutions improving accuracy and computational efficiency. Collaborate with cross-functional teams to define requirements and deploy production-ready models while optimizing for scalability and runtime performance on embedded automotive platforms. Stay at the forefront of research to drive adoption into production systems.
Required Qualifications
- M.Sc. or Ph.D. in Computer Science, Electrical Engineering, Applied Mathematics, Physics, or a related field
- 3+ years of hands-on experience developing deep learning and computer vision algorithms
- Strong practical experience with deep learning frameworks such as PyTorch or TensorFlow
- Experience developing, training, evaluating, and optimizing neural networks for computer vision or 3D perception applications
- Strong understanding of machine learning, deep learning fundamentals, optimization, and statistical analysis
- Solid programming skills in Python
- Strong mathematical and problem-solving skills
- Ability to quickly learn new technologies and transform research ideas into production-quality solutions
- Independence, creativity, and a proactive approach
Desired Qualifications
- experience with C++ is an advantage
- Experience with lidar, 3D perception, autonomous driving, or the automotive industry is a strong advantage
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