
Advanced Medical Image Analysis Expert
3 days ago
Role Description
Job SummaryWe aim to drive innovation in medical image diagnostics by integrating intelligent, holistic, and patient-centric solutions. To achieve this vision, we seek highly skilled professionals who can design and deliver cutting-edge products that leverage artificial intelligence and deep learning.
Key Responsibilities- Selecting features, building, and optimizing classifier engines using deep learning techniques.
- Applying suitable image processing techniques to solve complex problems in medical image analysis.
- Developing and implementing solutions to fit business needs by applying statistical modeling, algorithms, or custom algorithm development.
- Designing and implementing scalable data science architectures for training, inference, and deployment pipelines.
- Ensuring code quality, readability, and maintainability by enforcing software engineering best practices within the team.
- Strong software engineering skills in Python with emphasis on clean code, modularity, and testability.
- Excellent understanding and hands-on experience with Deep Learning techniques such as ANN, CNN, RNN, LSTM, Transformers, and VAEs.
- Must have experience with Tensorflow or PyTorch framework in building, training, testing, and deploying neural networks.
- Experience in solving problems in the domain of Computer Vision.
- Knowledge of data augmentation, data curation, and synthetic data generation.
- Ability to understand complete problems and design solutions that best fit all constraints.
- Knowledge of common data science and deep learning libraries and toolkits such as Keras, Pandas, Scikit-learn, Numpy, Scipy, and OpenCV.
- Good applied statistical skills, such as distributions, statistical testing, regression, etc.
- Exposure to Agile/Scrum methodologies and collaborative development practices.
- Experience with the development of RESTful APIs and FastAPI.
- Solid understanding of software design patterns, microservices, and cloud-native architectures.
- Expertise in model optimization techniques and familiarity with Triton.
- Be part of a dynamic team driving innovation in medical image diagnostics.
- Opportunities for career growth and professional development.
- Collaborative work environment with agile methodologies.
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