Sr. Deep Learning Engineer, Perception
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Job Description
Imagry is 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
Requirements:
- . 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
Employment Type
Full-time
