Position: Head of Computer Vision
Company: YaelAcceptic
Experience required: 5y
Category: Data Science
English level: upper
Published: 2022-08-01T00:00:00+03:00

Technologies: Python, Machine Learning, Deep Learning.Computer Vision.

Responsibilities:
- Developing and maintaining Machine Learning / Deep Learning models and integrating them with classic Computer Vision methodologies;
- Data crunching and analyzing of large datasets, to produce insights for both algorithmic advancements and product development;
- Work with data engineers to scope the data sets and annotation needed;
Optimize ML/DL models for low-end devices.

Requirements:
- BS.c. or MS.c. in Computer Science, Data Science, ML or in related fields preferred with strong technical knowledge and experience in computer vision;
- At least 5 years of experience in computer vision and/or deep learning for object detection and tracking along with semantic or instance segmentation either in academic or industrial domain;
- Proficiency in Python and related packages like numpy, scikit-learn, opencv as well as ML frameworks like PyTorch, Tensorflow, Keras;
- Experience in different model optimization techniques for deploying on low-end edge devices;
- A successful record of developed models with clear benchmarks;
- Exposure to IoT technology;
- Excellent written and verbal communication skills for effectively communicating with the team and ability to present information to both technical and nontechnical teams;
- At least Upper - Intermediate level of English.

Would be a plus:
- Experience with C++ and system-level engineering;
- Experience with edge computing principles and architecture preferably for NVIDIA Jetson devices and Raspberry Pi;
- Experience with classical computer-vision;
- Experience in real-time/embedded systems or performance optimization;
- Interest in patents and research papers.