Job Description
The mission of this position 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 effectively.
