Comeet

Machine Learning Team Leader, Motion Planning

Israel · Full-time · Senior

About The Position

We are looking for a capable and experienced Group Leader to join our R&D team.

The Group Leader will manage a group of engineers developing motion-planning features to introduce new driving behaviors and improve existing ones in Imagry’s autonomous vehicle.

This is an opportunity to work on cutting-edge deep-learning methods, develop and innovate new ideas, and see them deployed on the road in our autonomous vehicles.

 Responsibilities:

  • Managing a team of 6-10 engineers overseeing technical, project management and personal aspects.
  • Designing and optimizing novel search and pathfinding algorithms, rule-based solutions, and deep-learning algorithms involving innovative feature engineering.
  • Planning, guiding, and leading medium to long-term projects involving multiple engineers.
  • Seeing projects through from research to deployment.
  • Devising and implementing performance metrics.
  • Supervising complex data pipelines, from the collection stage, through annotation, to training models.

Requirements

  • M.Sc. or equivalent 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 search algorithms and deep learning algorithms.
  • A proven track record of managing a team of engineers in R&D organization
  • In-depth, hands-on knowledge of deep learning fundamentals.
  • Strong mathematical aptitude, with emphasis on probability, vector algebra, and geometry.
  • Proficiency in Python & C++ programming.
  • Experience in the field of Autonomous Vehicles.
  • Proficiency in English, both written and spoken.

 Skills that are considered an advantage:

  • Experience with Linux.
  • Source control with git.
  • Experience with Jira or similar task management software.

 

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