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Mobileye

Experienced DL Algorithm Developer - Semantic Segmentation Network

Ramat Gan, Israel Remote Hybrid
Python TensorFlow Keras PyTorch Deep Learning R Machine Learning
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Description
Join our innovative team at Mobileye, where you will play a pivotal role in researching and developing advanced deep neural networks essential for our key products.

You will join a collaborative team dedicated to researching and developing advanced neural networks critical to Mobileye’s key products, focusing primarily on vision-related tasks such as segmentation, object detection, classification, and regression.
 
You will be responsible for the full cycle of deep learning R&D,modeling new solutions and enhancingthe performance of existing ones, while participating in innovative, cross-organizational initiatives.
 
This position offers the opportunity to be part of a fast-paced and forward-thinking environment while leading projects with a strong emphasis on cross-functional collaboration, ensuring that our solutions meet the needs of our autonomous vehicle technologies, external customers, and advanced driver-assistance systems (ADAS). 

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.
  • Optimize existing algorithms to improve performance and scalability.
  • Collaborate with cross-functional teams to understand requirements and develop solutions.
  • Research latest advancements in deep learning, multi-task learning, AI architectures and apply them to enhance our algorithms.

All you need is:

  • B.Sc. in Mathematics, Physics, or Computer Science 
  • Proven background in Computer Vision, Machine Learning, and Deep Learning.
  • 3+ 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.
  • Background in autonomous vehicle technology and real-time systems.
Mobileye
Mobileye
Artificial Intelligence Automotive Autonomous Vehicles Fleet Management Transportation

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