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:
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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’s 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, object detection and tracking
- 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 Imagry’s office HQ in Haifa
Skills that are considered an advantage:
- Experience in segmentation
- 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
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