Senior Medical Imaging AI Model Developer
hace 2 días
The Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC) is a research center of excellence, committed to developing innovative solutions for cardiovascular diseases. Located in Madrid, CNIC boasts state-of-the-art infrastructure and equipment.
CNIC leads the Project, AI POCVUS-REACT, an Artificial Intelligence-assisted point of care vascular ultrasound device for personalized cardiovascular prevention. We are seeking a Senior-level AI Developer with expertise in medical imaging applications. The selected candidate will work on developing, optimizing, and deploying AI models to improve image analysis tools used in healthcare.
Key Responsibilities:
* Develop and optimize deep learning models for analyzing medical images
* Integrate AI/ML models for real-time analysis and decision-making
* Preprocess large datasets, perform data augmentation, and fine-tune model architectures for improved performance
* Collaborate with medical professionals and researchers to understand domain-specific requirements
* Optimize models for deployment in real-world applications, considering efficiency, speed, and accuracy
* Document model development, experiments, and results for reproducibility
* Contribute to the development of tools and pipelines for data processing, model training, and evaluation
Mandatory Requirements:
* Bachelor's degree in Computer Science, Biomedical Engineering, Data Science, or a related field
* Proficiency in Python
* Experience with AI/ML Integration (e.g., PyTorch) for building and training deep learning models
* Solid understanding of key ML concepts, including supervised/unsupervised learning, CNNs (Convolutional Neural Networks), and image segmentation/object detection
* Familiarity with medical imaging formats like DICOM and using libraries such as OpenCV, PIL, or SimpleITK
* Knowledge of deep learning architectures such as YOLO, UNet, non-UNets, GANs, etc.
* Experience with Version Control, specifically Git for code management and collaboration
* Strong background in AI development or relevant projects
Benefits:
* Competitive salary (estimated annual salary: 52,261.93 € + 25% variable)
* Opportunity to contribute to a cutting-edge project in medical imaging
* Collaborative and dynamic work environment
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