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Cancer Care Innovator
11 hours ago
RaySearch is a leading company in the development of innovative software solutions to improve cancer care. Our team is passionate about using machine learning techniques and algorithms to automate and support the process of improving future cancer treatments.
About the PositionYou will be part of an agile team developing deep learning models for medical image analysis to be deployed at cancer clinics, helping them automate their treatment planning process. As a member of the ML Planning team, you will work closely with medical physicists and radiation oncologists to develop model architectures and validation approaches that meet clinical requirements.
Your focus will extend beyond initial development to optimization of model performance, balancing prediction accuracy with clinical deployment requirements. You'll implement rigorous testing and validation frameworks to ensure model reliability in clinical settings, while leading code reviews and maintaining high standards for documentation and reproducibility.
Requirements- Ph.D. or M.Sc. in computer science/machine learning or equivalent
- Excellent understanding of machine learning techniques and algorithms
- 3+ years' experience of implementing machine learning solutions
- Strong programming skills in Python
- Experience using deep learning libraries such as TensorFlow or PyTorch
- Solid knowledge of data structures, statistics, and applied mathematics
- Experience training deep learning models for computer vision
- Excellent spoken and written communication skills in English
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