Sr. Deep Learning Engineer, Perception

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