شرح موقعیت
Data scientist Internet City, Dubai Duration:12 months Visa : Work Permit, Tourist Visa, Dependent Visa Need Someone in Dubai only.
مسئولیتها
- Develop and fine-tune computer-vision models for object detection, tracking, and segmentation using PyTorch / TensorFlow and OpenCV.
- Work hands-on with modern architectures including YOLO, RF-DETR, and Vision-Language Models (VLMs), fine-tuning them for target use cases.
- Curate, preprocess, and augment image and video datasets, maintaining a tight feedback loop with the annotation team.
- Train, tune, and evaluate models against rigorous metrics (mAP, precision, recall) and iterate to meet accuracy targets.
- Track experiments and results using tools such as MLflow or Weights & Biases.
- Apply model-optimisation techniques (TensorRT, ONNX) with real-world deployment constraints in mind.
نیازمندیها
- Bachelors or Masters degree in Computer Science, Data Science, Machine Learning, or a related field.
- 3 – 7 years of applied machine-learning experience, with a focus on computer vision.
- Strong Python skills and hands-on experience with PyTorch or TensorFlow and OpenCV.
- Demonstrated experience with detection, tracking, and segmentation models (e.g. YOLO, RF-DETR).
- Experience fine-tuning Vision-Language Models is an advantage.
- Familiarity with experiment-tracking and model-optimisation