Experienced Machine Learning Engineer
On-siteRamat Gan, Tel Aviv, Israel
Job Summary
Research and develop cutting-edge end-to-end 3D perception models combining geometry and semantics for advanced close-range 3D perception. Work on 3D Semantic Occupancy, Geometry Reasoning, 3D Reconstruction, 3D Object Detection, and related tasks while innovating in multi-view fusion, motion handling, and spatial representation learning. Deliver models that run on real vehicles and integrate into production systems. Requires 4+ years of hands-on experience in Machine Learning and Deep Learning with a strong Python development skillset. The Hawkeye team enables safe automated parking and low-speed maneuvers in tight environments through multi-camera deep learning systems.
Required Qualifications
- 4+ years of hands-on experience in Machine Learning and Deep Learning
- M.Sc. in a relevant field (Machine Learning / Computer Vision / Robotics / similar)
- B.Sc. from a leading university
- Strong Python development skills
- Highly motivated, hard-working, proactive, and driven to solve challenging problems
- Ability to operate in a fast-paced research & development environment
Desired Qualifications
- PhD or relevant academic publications
- Experience with Linux, Git, Docker, C++
- Knowledge in 3D perception, computer vision, or robotics
- Industry experience working on CV and Deep Learning
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