AI Algorithm Engineer - Vision Localization Group
On-siteRamat Gan, Tel Aviv, Israel
Job Summary
Develop state-of-the-art localization algorithms for autonomous driving using multi-camera surround vision systems and design deep learning models based on Transformers, Graph Neural Networks, and Convolutional Neural Networks. Solve challenging problems involving 3D geometry, scene understanding, object matching, and spatial reasoning by combining learning-based methods with classical optimization and geometric algorithms. Own the entire lifecycle from prototyping to deployment, analyzing real-world driving data to improve system robustness under diverse environmental conditions while driving innovative solutions for high-precision localization at production scale.
Required Qualifications
- 5+ years of practical experience developing computer vision or machine learning solutions using Python and frameworks such as PyTorch or TensorFlow
- B.Sc. or M.Sc. in Computer Science, Electrical Engineering, or a related field
- Solid foundation in algorithms, data structures, and computer vision/deep learning fundamentals
- Strong analytical skills
- A sense of ownership
- The ability to work collaboratively
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