We are looking for a capable and experienced Sr. Computer vision and Algorithms Engineer to join our R&D team. The engineer will work on devising, developing, and integrating novel vision-based algorithms at the heart of our autonomous driving system. This is an opportunity to work on cutting-edge methods, develop and innovate new ideas, and see them deployed on the road in our autonomous vehicles. Responsibilities:
* Designing, training, and optimizing novel computer vision algorithms
* Taking an End-to End responsibility over medium to long-term projects
* Seeing projects through from research to deployment
* Devising and implementing performance metrics
* Supervising complex data pipelines, from the collection stage, through annotation, to training models
* Communicating, presenting, and visualizing results
* Aligning the algorithms with the product needs.
Requirements: * M.Sc. or equivalent work track experience in CS, EE, Physics, or other quantitative field from a leading university. Ph.D. - Advantage
* A proven track record of at least 3 years hands-on experience in developing multi object tracking algorithms
* At least 2 years developing deep learning algorithms
* Experience / knowledge in computer vision and image manipulation algorithms
* Knowledge of state-of-the-art multi-object tracking algorithms and techniques used by the industry in computer vision
* In-depth understanding of Kalman filter and its applications for multi-object-tracking
* Hands-on experience with deep learning frameworks such as PyTorch - Must
* Proficiency in C++ Strong mathematical aptitude, with emphasis on probability, vector algebra, and geometry
* Proficiency in Python programming
* Experience in conducting long-term development and/or research projects, in either academia or industry
* Proficiency in English, both written and spoken
* Availability for a full-time position from Imagry’s office HQ in Haifa Skills that are considered an advantage: Experience in Object Detection
* Publications in top-tier journals or conferences on algorithms, computer vision, or deep learning
* Experience with Linux
* Source control with git
This position is open to all candidates.