Computer Vision Engineer

Computer Vision Engineer at AMAN Ltd. Remote. KZT 600,000–700,000 net monthly. Develops human action recognition models for CCTV video analytics, RTSP/IP cameras, PyTorch.

Project: Development of computer vision solutions for CCTV video analytics and video surveillance systems. Development of human action recognition systems in video. Product development for UAE and EU markets. Development of solutions for the academic sector. Responsibilities: - Develop and improve human action recognition models in video. - Work with RTSP streams, IP cameras, and NVR. - Process video in real time at 10–25 FPS. - Prepare and clean datasets, perform labeling and data augmentation. - Train and fine-tune models in PyTorch. - Optimize inference for GPU and CPU. - Reduce false positives / false negatives. - Integrate models into backend services via API, queues, and microservices. - Generate event clips with pre/post buffer.

- Strong proficiency in Python. - Experience with PyTorch or TensorFlow. - Understanding of Computer Vision: detection, tracking, and classification. - Experience with OpenCV. - Understanding of neural network training: loss, overfitting, and augmentation. Nice to have: - Experience with RTSP / IP cameras. - YOLO. - DeepSORT. - TensorRT / ONNX / inference acceleration. - GPU optimization. Tech stack: Python, PyTorch / TensorFlow, OpenCV, RTSP / IP Cameras / NVR, YOLO, DeepSORT, TensorRT / ONNX, API / Queues / Microservices.

- Remote work format. - Salary: 600,000–700,000 KZT net per month.