Deep Learning Specialist

Deep Learning Team Leader

Join a cutting-edge technology company specializing in autonomous driving solutions. The company has developed a unique mapless driving platform that enables self-driving vehicles to navigate complex environments in real-time, without relying on pre-mapped data or GPS.

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

As a team leader, you'll 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, you will work hands-on to research and implement innovative features using state-of-the-art deep learning methods

• 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 4 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
• Experience in Object Detection- an advantage

Job No. 415238

CV to [email protected]