Sr Computer Vision And Algorithms Engineer - Object Tracking
Posted on :
05-04-2024
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Job Description
We are looking for a capable and experienced Sr. Computer vision and Algorithms Engineer to join our R&D team.
The engineer will work on devising developing and integrating novel visionbased algorithms at the heart of our autonomous driving system.
This is an opportunity to work on cuttingedge methods develop and innovate new ideas and see them deployed on the road in our autonomous vehicles.
Responsibilities:
- Designing training and optimizing novel computer vision algorithms
- Taking an Endto End responsibility over medium to longterm projects
- 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
- 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 3 years handson experience in developing multi object tracking algorithms
- At least 2 years developing deep learning algorithms
- Experience / knowledge in computer vision and image manipulation algorithms
- Knowledge of stateoftheart multiobject tracking algorithms and techniques used by the industry in computer vision
- Indepth understanding of Kalman filter and its applications for multiobjecttracking
- Handson experience with deep learning frameworks such as PyTorch Must
- Proficiency in C Strong mathematical aptitude with emphasis on probability vector algebra and geometry
- Proficiency in Python programming
- Experience in conducting longterm development and/or research projects in either academia or industry
- Proficiency in English both written and spoken
- Availability for a fulltime position from Imagry s office HQ in Haifa
Skills that are considered an advantage:
- Experience in Object Detection
- Publications in toptier journals or conferences on algorithms computer vision or deep learning
- Experience with Linux
- Source control with git
Remote Work :
Yes
Employment Type :
Fulltime
Employment Type
Full-time
Key Skills
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