Job descriptions
Expert in computer vision and deep learning. Working as a part of an cutting edge algorithms team. Will be responsible for researching state of the art models to solve problems in the autonomous car world. Accelerating and improving neural networks for real time applications. Working with large data and video streams. Leading the implementation of the feature by SW team. Occasionally writing patents and scientific articles and display at conferences.
Technical knowledge:
• 5 years at least of experience of algorithms development
• 2 years at least of experience in deep learning development
• Excellent programming skills in Python, C/C++
• Experience working with dockers / conda environments
• Experience with Computer vision: stereo/ registration/ denoising/ augmentations etc
• Experienced in using Deep learning frameworks: TensorFlow, Keras, PyTorch
• Good understanding of CNNs for vision tasks like: detection, segmentation, regression etc.
• Hands on experience with embedded systems – Advantage
• Experience in TensorRT / CUDA / network acceleration methods – Major Advantage
• ADAS (Advanced Driver Assistance) experience – Advantage.
• Working with video – Advantage.
Qualifications:
· M.Sc. in Computer Science / Electronic Engineering / Math – Mandatory
· PhD – Advantage