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You will join a collaborative team dedicated to researching and developing advanced neural networks critical to Mobileye’s key products, focusing on 2D and 3D vision technologies.
You will be responsible for the full cycle of deep learning R&D, modeling new solutions and enhancing the 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, working on cutting-edge technology and SOTA models aimed at creating the best possible offline models for sensing the world around the vehicle.
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.
All you need is:
- B.Sc. in Mathematics /Physics/ Computer Science or Electrical Engineering with +3 years of experience as an Algorithms / DL / ML developer
- M.Sc. or Ph.D. researching the field of Computer Vision, Deep Learning, or Machine Learning.
- Proven theoretical and practical background in Computer Vision, Machine Learning, and Deep Learning.
- Experience with implementing end-to-end deep learning pipelines, including data preparation, training, validation and deployment.
- Proficiency with deep learning frameworks such as PyTorch.
- Proficiency in Python.
Skills Required
- Bachelor of Science in Mathematics, Physics, Computer Science, or Electrical Engineering
- At least 3 years of experience as an Algorithms, Deep Learning, or Machine Learning Developer
- Master of Science or Ph.D. researching Computer Vision, Deep Learning, or Machine Learning
- Theoretical and practical background in Computer Vision, Machine Learning, and Deep Learning
- Experience implementing end-to-end deep learning pipelines, including data preparation, training, validation, and deployment
- Proficiency with deep learning frameworks such as PyTorch
- Proficiency in Python
What We Do
Mobileye is leading the mobility revolution with its autonomous-driving and driver-assistance technologies, harnessing world-renowned expertise in computer vision, machine learning, mapping, and data analysis. Founded in 1999, Mobileye has pioneered such groundbreaking technologies as REM™ crowdsourced mapping, True Redundancy™ sensing, and the RSS™ safety model. These technologies are driving the ADAS and AV fields towards the future of mobility – enabling self-driving vehicles and mobility solutions, powering industry-leading advanced driver-assistance systems and delivering valuable intelligence to optimize mobility infrastructure. Mobileye technology is used in over 170 million vehicles worldwide. In 2022, Mobileye became an independent company while still being majority-owned by Intel. Mobileye’s headquarters and R&D center are based in Jerusalem, with additional offices across Israel and around the world.
Why Work With Us
Our technology enables self-driving vehicles and mobility solutions, powers industry-leading advanced driver assistance systems, and delivers valuable intelligence to optimize mobility infrastructure.
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