Computer Vision Engineer
- Роль
- AI / ML
- Занятость
- Полная занятость
- Размер компании
- Стартап
Доступно для: AE only. Укажите, откуда вы работаете, чтобы проверить доступность.
Коротко по делу
Computer Vision Engineer working with Python and PyTorch/TensorFlow; must have computer vision and OpenCV experience and understanding of neural network training. Works with real-time video streams (RTSP/IP cameras, NVR) at 10–25 FPS and integrates models into backend services. Applicant location required: United Arab Emirates.
Ключевые навыки
Обязательные навыки
Желательные навыки
Computer Vision Engineer AMAN Ltd. 600,000 to 700,000 KZT NET per month Remote AMAN Ltd. is a startup focused on security solutions, currently growing in UAE and EU markets. The company is developing computer vision-powered video analytics for CCTV and surveillance systems, expanding into the academic sector. Responsibilities: • Develop and improve human action recognition models on video • Work with video streams (RTSP, IP cameras, NVR) • Process video in real time (10–25 FPS) • Prepare and clean datasets, labeling, augmentations • Train and fine-tune models (PyTorch) • Optimize inference (GPU/CPU) • Reduce false positives / false negatives • Integrate the model into a backend service (API / queues / microservices) • Generate event clips (pre/post buffer) Requirements: • Strong Python skills • Experience with PyTorch or TensorFlow • Understanding of computer vision (detection / tracking / classification) • Experience working with OpenCV • Understanding of how neural networks are trained (loss, overfitting, augmentation) Optional: • Experience with RTSP/IP cameras • YOLO • DeepSORT • TensorRT / ONNX / inference acceleration • GPU optimization
Чем предстоит заниматься
- Develop and improve human action recognition models on video
- Work with video streams (RTSP, IP cameras, NVR)
- Process video in real time (10–25 FPS)
- Prepare and clean datasets, labeling, augmentations
- Integrate the model into a backend service (API / queues / microservices)
Что требуется
- Strong Python skills
- Experience with PyTorch or TensorFlow
- Understanding of computer vision (detection / tracking / classification)
- Experience working with OpenCV
- Understanding of how neural networks are trained (loss, overfitting, augmentation)
AMAN Ltd. is a startup focused on security solutions, currently growing in UAE and EU markets. The company is developing computer vision-powered video analytics for CCTV and surveillance systems, expanding into the academic sector.