Machine Learning Engineer (Relocation to Cyprus)

13 Января

Партнерские Вакансии

Компания "АСБИС Казахстан"

Responsibilities:

• Research and development of Computer Vision approaches for classification, detection and segmentation tasks
• Lead the development of Computer Vision and Machine Learning projects in a dynamic startup-like environment
• Experimenting with innovative deep learning methods to enhance the quality of our models
• Exploring techniques to augment the quality and volume of our training data
• Optimizing our training and inference infrastructure to squeeze out every FLOP out of hardware
• Collaborating with engineers and technicians to develop and implement robotic solutions

Requirements:

• Experience in image processing, computer vision, and machine learning
• Expertise with traditional CV approaches (e.g., OpenCV)
• Classification, detection, and segmentation approaches
• Visual odometry and SLAM
• Visual object tracking
• Model optimization (quantization, sparsification, etc.)
• Expertise with Python and/or C++
• Building deep neural networks with modern tools, such as PyTorch or Tensorflow
• Building, testing, and deploying computer vision-based solutions
• Preferably 3+ years of professional level experience in the field of Computer Vision, Machine Learning, Computer Graphics or similar
• Understanding of and experience with any of the following topics but not limited to: 3D object recognition, 3D reconstruction, real-time machine vision and its application for robot guidance, pattern recognition, sensor alignment, and calibration
• Familiarity with most common programming tools such as: Python, OpenCV, PyTorch3D, Kaolin, Tensorflow, PCL, OpenCL/CUDA, MATLAB, Jupyter
• The candidate should relocate in Cyprus (we provide relocation package)