The Object-Semantics group is intended to solve vision problems with a semantic aspect, with an emphasis on the automotive industry. In our group, we research, develop, and deploy state-of-the-art techniques to achieve world-class results which will allow the safe development of Autonomous Driving features and Advanced Driver Assistant Systems.
The position
What will your job will look like?
- Research and develop novel Computer Vision and Deep Learning Algorithms in areas such as Object Detection, Object Tracking, Object Segmentation, Object Recognition, Depth Sensing, and more, for Autonomous Vehicle solutions.
- Collaborate with engineering and research teams in Computer Vision, Machine Learning, and Data Engineering to solve real-life problems.
- Participate in cutting-edge Computer Vision projects that can be applied to Advanced Driver Assistance Systems and Autonomous Vehicles products from the Data science & research stage through proof of feasibility, experimenting with alternative methods to the deployment of the solution.
- Performance-oriented deployment of Computer Vision and Deep Learning algorithms on a Real-Time embedded chip for autonomous driving.
- Learn and keep updated on the latest relevant open field of research that is relevant to our day-to-day work.
All you need is:
- M.Sc. in Computer Science, Electrical Engineering, or related technical field
- Proven theoretical background in Computer Vision, Machine Learning, and Deep Learning
- 3+ years of experience development, design, and deployment of machine learning algorithms for business applications and Deep Learning models.
- Ability to learn new technologies and techniques
- Independent, creative, and possess initiative
Advantages:
- Ph.D. degree in Computer Vision\ Deep Learning\ Machine Learning
- Background in Computer Vision Deep Learning theory, and track record of publications at conferences such as CVPR, ICML, NIPS, ICCV, ECCV, and others
- 5+ years of experience development, design, and deployment of machine learning algorithms for business applications and Deep Learning models
- Proven Statistical Analysis, Mathematical, and Problem-Solving skills
Mobileye changes the way we drive, from preventing accidents to semi and fully autonomous vehicles. If you are an excellent, bright, hands-on person with a passion to make a difference come to lead the revolution!