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Senior Machine Learning Engineer
·Israel
Not specifiedFull-timeAI & Machine LearningAutomotive
Research and develop cutting-edge end-to-end 3D perception models combining geometry and semantics for autonomous vehicles. Focus on 3D Semantic Occupancy, Geometry Reasoning, 3D Reconstruction, and 3D Object Detection.
Responsibilities
- Research and develop cutting-edge end-to-end 3D perception models combining geometry and semantics.
- Work on 3D Semantic Occupancy, Geometry Reasoning, 3D Reconstruction, 3D Object Detection, and related tasks.
- Innovate in multi-view fusion, motion handling, and spatial representation learning.
- Deliver models that run on real vehicles and integrate into production systems.
Requirements
- 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.
Nice to have
- 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.