Computer vision engineer/researcher
Sharpies
Founded in July 2015, Foresight is a technology company developing smart multi-spectral vision software solutions. Foresight’s vision solutions include modules of automatic calibration and dense 3D point cloud that can be applied to diverse markets such as automotive, defense, autonomous vehicles and heavy industrial equipment.
As a technology leader at the forefront of the autonomous vehicle industry, Foresight’s disruptive software solutions are designed to improve driving safety by providing highly accurate and reliable sensing capabilities while ensuring the lowest rates of false alerts.
Job descriptions
Researcher in computer vision. Working as a part of a cutting-edge algorithms team. Will be responsible for researching state-of-the-art computer vision challenges with a combination of classical and DNN approaches, in the autonomous car world. Working camera calibration, sensor fusion, detection, and segmentation tasks. Accelerating and improving neural networks for real-time applications. Working with large data and video streams. Leading the implementation of the feature by the SW team. Occasionally writing patents and scientific articles and presenting at conferences.
Technical knowledge:
3 years at least of experience in algorithm development (must)
Excellent programming skills in Python or C/C++ (must)
Experience working with dockers / Conda environments (must)
Experience with Computer vision: stereo/ registration/ denoising/ augmentations etc. (must)
Background in sensor calibration/ sensor fusion / SLAM (advantage)
Experienced in using Deep learning frameworks: TensorFlow, Keras, PyTorch (advantage)
Good understanding of CNNs for vision tasks like detection, segmentation, regression, etc. (advantage)
Hands-on experience with embedded systems (advantage)
Experience in TensorRT / CUDA / network acceleration methods (advantage)
ADAS (Advanced Driver Assistance) experience (advantage)
Working with video (advantage).
Qualifications:
· M.Sc. in Computer Science / Electronic Engineering / Math - Mandatory
· Ph.D. - Advantage
Other
· Willing to commute to Park Ha'Mada Rehovot (accessible by train)