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חברה בתחום כללי

חיפה

חברה בתחום כללי

חיפה
מלאה

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 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:
* 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 5 years hands-on experience in developing deep learning algorithms Experience/knowledge in computer vision and image manipulation algorithms, Segmentation and classification.
* In-depth, hands-on knowledge of deep learning fundamentals.
* Hands-on experience with deep learning frameworks such as PyTorch - Must
* 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 Imagrys 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.
* Basic proficiency in C ++.
* Experience with Linux.
* Source control with git.

This position is open to all candidates.