Senior DL Algorithm Developer - Semantic Segmentation Network

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.
• Ownership and responsibility of deep learning projects: Compose product requirements, design deep learning solutions and oversee their execution and collaborating with talented Algorithm Developers.
• 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.
  
  

• B.Sc. in Mathematics, Physics, or Computer Science
• Proven theoretical and practical background in Computer Vision, Machine Learning, and Deep Learning.
• 5+ Years of proven experience in developing deep learning algorithms.
• Experience with implementing end-to-end deep learning pipelines, including data preparation, training, validation and deployment.
• Proficiency with deep learning frameworks such as TensorFlow, Keras and PyTorch.
• Independent, creative, and innovative with strong problem-solving skills.
  
  

• M.Sc. or Ph.D. degree in Computer Vision, Deep Learning, or Machine Learning.
• Background in autonomous vehicle technology and real-time systems.