Imagry
  • 4 active jobs (view)

  • Published: April 10, 2022
Category
Job Type
Level of education
Undergraduate
Level of Hebrew
Medium
Location of job
Haifa
How many relevant years experience do you require for the role:
2 years

Description

We are looking for a Deep Learning Engineer to join our Israel office in Haifa.

You will work on building a real-time perception system, employing cutting-edge deep learning and computer vision methods.

This is an opportunity for a position in the autonomous driving industry with real-world experience in deploying deep learning-based architecture.

Responsibilities:

1) Research, invention, development, and integration of vision-based road perception algorithms.
2) Overseeing and developing complex data pipelines, from data collection, to annotation, and generation.
3) Integration with C++ - based Autonomous Vehicle software.
4) Testing and finetuning developed algorithms/models in Imagry’s Autonomous Vehicle in Haifa.
5) Devising and measuring performance metrics.

Requirements

1) B.Sc. in Computer Science, Applied Mathematics, Electrical Engineering or similar
2) At least 1 year hands-on experience with deep-learning research and application.
3) At least 2 years programming experience (Python/C++ or any high-level language).
4) Up to date on recent developments in the field of deep learning.
5) Probability theory, linear algebra, geometry, trigonometry at a B.Sc level.

Skills that are considered an advantage:

1) M.Sc or higher.
2) 1+ years of hands-on experience with C++ or similar.
3) Experience with PyTorch.
4) Familiarity with Computer Vision.
5) Familiarity with the Automounts Vehicle field.
6) Experience with git.
7) A publicly viewable body of accomplished projects (e.g. github repository, portfolio, etc.)

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