Deep Learning Team Leader – Segmentation
Deep Learning Team Leader – Segmentation
We are seeking an experienced and capable Deep Learning Team Leader to join our R&D team. The Team Leader will manage and guide a team of engineers focused on developing and integrating novel vision-based algorithms for our autonomous driving system, with an emphasis on segmentation features for Perception. In addition to leading the team, the Team Leader will work hands-on to research and implement innovative features using state-of-the-art deep learning methods.
This is a unique 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:
- Managing / technically leading a team of 3-5 deep learning engineers, overseeing technical, project management and personal aspects.
- Planning, guiding, and leading medium to long-term projects involving multiple engineers.
- Seeing projects through from research to deployment.
- Supervising complex data pipelines, from the collection stage, through annotation, to training models.
- Designing and optimizing deep neural networks, involving innovative feature engineering.
- Taking an End-to End responsibility over medium to long-term projects
- Devising and implementing performance metrics.
- 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 2 years managing or technically leading a team of engineers, from the brainstorm stage to the deployment phase. Candidates with a strong technical background and management potential will also be considered.
- 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 Imagry’s 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
- Experience with Jira or similar task management software.
