We are looking for a capable and experienced Sr. 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, with a particular focus on object detection and tracking. 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.
* 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. 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 deep learning algorithms.
* 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.
* 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 Source control with git.
* 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 deep learning algorithms.
* 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.
* 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 Source control with git.
This position is open to all candidates.
