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Mobileye Senior DL Algorithm Developer - Semantic Segmentation Network Israel, Tel Aviv District 138835692
04.08.2024
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The position
You will be responsible for the full cycle for deep learning R&D: Modeling new outputs while thinking of algorithmic improvements to enhance the performance of existing ones, participating in innovative, cross-organizational initiatives.
What will your job look like?
- Design, develop, and implement deep learning algorithms for solving complex problems in the area of computer vision.
- Conduct research, evaluate existing models and techniques, and propose innovative approaches to improve algorithm performance and accuracy.
- Collaborate with cross-functional teams tounderstand requirements and develop solutions.
- Optimize existing algorithms to improve performance and scalability.
- Research latest advancements in deep learning, multi-task learning, AI architectures and
- Stay updated with the latest advancements in deep learning and apply them to enhance our algorithms.
All you need is:
- B.Sc. in Computer Science or a related discipline.
- Proven background in Computer Vision, Machine Learning, and Deep Learning.
- 5+ Years of proven experience in developing deep learning algorithms in Python.
- Strong understanding and experience with computer vision.
- Experience with implementing end-to-end deep learning pipelines, including data preparation, retraining, validation and deployment.
- Proficiency with deep learning frameworks such as TensorFlow, Keras and PyTorch.
- Independent, creative, and innovative with strong problem-solving skills.
Advantages:
- M.Sc. or Ph.D. degree in Computer Vision, Deep Learning, or Machine Learning.
- Proficiency with Linux environment, virtual environments, and Docker containers.
- Background in autonomous vehicle technology and real-time systems.
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