we are looking for a talented Deep Learning Engineer to join our R&D team. The engineer will work on devising, developing, and integrating novel deep vision-based Perception algorithms at the heart of our autonomous driving system. This is an opportunity to work on cutting-edge deep vision methods, develop and innovate new ideas, and see them deployed on the road in our autonomous vehicles. Responsibilities:
* Work closely with deep learning engineers and tech leaders across the company, demonstrating flexibility and effective communication in a global, multi-time-zone environment
* Supervise complex data pipelines, from the collection stage, through annotation, to models training
* Design and optimize deep neural networks, involving innovative feature engineering
* Take an End-to End responsibility over medium to long-term projects
* See projects through from research to deployment
* Devise and implement performance metrics
* Communicate, present and visualize results
* Align the algorithms with the product needs
Requirements: * M.Sc. in Computer Science, Electrical Engineering, Physics, or other quantitative field from a leading university.
* Outstanding B.Sc. graduates in AI/ data Sciencefocused programs may also be considered
* A proven track record of at least 2 years of hands-on experience developing and deploying deep learning models in academia and/or industry, including integration into Real-Time systems.
* Experience and knowledge in computer vision and image processing algorithms, including object detection, classification and semantic segmentation.
* In-depth, hands-on knowledge of deep learning fundamentals
* Hands-on experience with deep learning frameworks such as PyTorch
* Strong mathematical aptitude, with emphasis on probability, vector algebra, and geometry
* Proficiency in Python programming
* Familiarity with Git and modern software development workflows
* Experience in conducting long-term development and/or research projects, in either academia or industry
* Proficiency in English, both written and spoken
* Team player fosters a positive and cooperative work environment by maintaining strong collaboration within the team and building productive relationships with other teams across the company
* Availability for a full-time position from Imagrys office HQ in Haifa Skills that are considered an advantage:
* Publications in top-tier journals or conferences on algorithms, computer vision, or deep learning
* Basic proficiency in C ++
* Experience with Linux
This position is open to all candidates.