דרושים » אלגוריתמים » Reinforcement Learning Researcher

Requirements:
BSc/MSc degree in Computer Science, Electrical Engineering, Applied Mathematics, or a related field
- Over 5 years of experience in hands-on development of computer vision algorithms
- Extensive experience in research and development of deep learning solutions within the computer vision domain
- Experience with various computer vision tasks with specialization in a least one of these fields: Scene and object motion estimation, SLAM, State Estimation, Sensor Fusion, Generative models such as GANs, Pose estimation, Object detection, Tracking, Semantic Segmentation, Camera Calibrations
- Demonstrated expertise in data manipulation, statistical modeling, and ML/ DL solution implementation in production environments (using TensorFlow/Pytorch)
Proficiency in Python programming

Requirements:
* MSc in Computer Science or related fields (Ph.D. - Advantage)
* 5+ years of hands-on experience with Computer Vision algorithms
* Strong background in Machine Learning and deep learning
* Proficiency in C ++ and Python
* Experience with TensorFlow or PyTorch
* Familiarity with IPP, OpenCV, and similar libraries
* Experience in one or more of the following (advantage): GNN, Scene Understanding, Video Understanding
* Experience with Linux
* Team player with good collaboration skills
* Experience with LMM/VLM frameworks Advantage
* Familiarity with ML tools like W B or ClearML Advantage
* Experience in a global medical device company or surgical robotic systems Advantage