🕒 4 days ago
Lead the development and deployment of production-grade machine learning systems, shaping architecture and engineering standards while advising clients and mentoring engineers.
Experienced Deep Learning Algorithm Developer - 3D Perception Team
🕒 yesterday
Deep LearningPythonTransformer-based Vision ModelsTemporal Vision Models
📜 Description
- Extend network capabilities and analyze results and errors to improve driving-scene understanding.
- Research and integrate advances in 3D detection and perception.
- Improve algorithm performance through experimentation and innovation.
- Work with large-scale datasets and collaborate across a large team.
- Research advances in the field through literature and industry sources; code primarily in Python.
🛠️ Requirements
- M.Sc. in Computer Science or a related field.
- 3+ years of experience developing, implementing, training, and analyzing deep learning algorithms in Python.
- Top-tier mathematical, analytical, and coding skills.
- Strong self-learning and research capabilities, with a proven track record in industry or academia.
- PhD in Computer Science or a related discipline is a plus.
- Experience in computer vision, multi-view geometry, and 3D reconstruction is a plus.
✨ Benefits
- Develop, implement, and optimize transformer-based temporal vision models.
Full job description
Mobileye is a global leader in autonomous vehicle (AV) technology. If you’re an experienced deep learning developer driven by a passion to shape the future of mobility, join us to make AV a reality. The 3D Perception team builds transformer-based vision models trained on large-scale driving video for the next generation of autonomous vehicles. Our end-to-end temporal network fuses multi-view cameras into a unified 3D sensing state that powers planning.
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