Jerusalem
Full time
You will join a collaborative team dedicated to researching and developing advanced neural networks critical to Mobileye’s key products. We are recruiting for several teams, offering you the opportunity to work on vision-related tasks such as segmentation, object detection, classification, regression, as well as 2D and 3D vision technologies. In this role, you will be responsible for the full cycle of deep learning R&D, including modeling new solutions, enhancing the performance of existing ones, and participating in innovative, cross-organizational initiatives. This position offers the opportunity to be part of a fast-paced, 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 to solve complex problems in computer vision.
- Take ownership of deep learning projects: Compose product requirements, design solutions, oversee execution, and collaborate with talented Algorithm Developers.
- Collaborate with cross-functional teams to understand requirements and develop solutions.
- Research the latest advancements in deep learning, multi-task learning, AI architectures, and apply them to enhance our algorithms.
All you need is:
- B.Sc. or higher in CS, Math, Physics, or Engineering
- 3+ years of experience in algorithm or ML/DL development
- Strong background in computer vision, ML, and deep learning
- Proficiency in Python and DL frameworks (e.g. PyTorch, TensorFlow)
- Solid understanding of data structures and algorithms
- Experience with end-to-end model development (data, training, deployment)
- M.Sc./Ph.D. in a relevant field
- Experience with PySpark or big data tools
- Knowledge of C++ or CUDA
- Cloud experience (AWS, GCP)
- Leadership or tech lead experience
