- Development, implementation, and validation of innovative AI-based methods for CT image acquisition and reconstruction
- Development of solutions for noise reduction (denoising) and for optimizing image quality and radiation dose in computed tomography
- Application of state-of-the-art methods from the fields of artificial intelligence, machine learning, and deep learning to solve complex challenges in medical imaging
- Development of new technologies for high-resolution spatial and temporal reconstruction methods in conventional and spectral CT systems
- Initiating and implementing independent research projects and identifying future areas of innovation in the fields of AI and medical imaging
- Analyzing large image and research datasets and developing data-driven solutions
- Close collaboration with interdisciplinary teams from research, development, product management, and clinical partners
- Translating scientific research findings into clinically relevant and marketable innovations
- Presenting research findings to internal and external stakeholders
- Ph.D. in Artificial Intelligence, Data Science, Computer Science, Biomedical Engineering, or a comparable field
- Several years of experience in the research and development of AI-based methods
- In-depth expertise in machine learning, deep learning, and modern AI methods
- Solid knowledge of the development, training, and optimization of convolutional neural networks (CNNs) and related deep learning architectures
- Excellent programming skills in Python and, ideally, C++
- Extensive experience with data science and machine learning frameworks such as PyTorch, NumPy, or comparable technologies
- Demonstrable research achievements and publications in the fields of deep learning, medical imaging, or computed tomography are a plus
- Experience in processing, analyzing, and interpreting complex medical image data
- Strong analytical skills and a scientific mindset
- An independent, innovative, and solution-oriented approach to work
- Excellent communication and presentation skills
There are many reasons to work at Bertrandt: Diverse projects involving people, ideas, and perspectives. Without a strong team, there is no success.
