Sr. Deep Learning Engineer, Perception

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

• 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 Imagry’s 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