متن کامل آگهی:
The mission of this posion at Zarrin Roya is to pioneer and implement state-of-the-art computer vision technologies that solve complex real-world problems.
Main Task:
Designing, developing, and deploying robust algorithms and systems that enable machines to interpret and understand visual information, driving innovation within our products/services and creating significant value for our users and the business.
Required Skillset:
Core Computer Vision Fundamentals
Deep understanding of image processing techniques (e.g., filtering, feature extraction, morphological operations).
Expertise in object detection, recognition, and tracking algorithms (e.g., YOLO, SSD, Faster R-CNN, SORT/DeepSORT).
Proficiency in image segmentation techniques (semantic, instance, panoptic).
Machine Learning & Deep Learning
Strong theoretical knowledge and practical experience in machine learning, particularly deep learning.
Hands-on experience with deep learning frameworks such as TensorFlow, PyTorch, or Keras.
Programming & Software Engineering
Proficiency in Python programming.
Strong experience with essential computer vision libraries like OpenCV.
Solid understanding of software development practices, including version control (Git), testing, and documentation.
Data Handling & Experimentation
Experience working with large-scale image and video datasets.
Skills in data collection, annotation, preprocessing, and augmentation specific to vision tasks.
Ability to design experiments, evaluate model performance rigorously, and iterate effective.