A World of Innovation
At Roche, we're driven by a passion for healthcare and a commitment to making a difference in people's lives.
The Opportunity
We're seeking a Postdoctoral Fellow to join our Data and Analytics Department in Roche Pharma Research and Early Development. As a key member of our team, you'll develop cutting-edge imaging and artificial intelligence algorithms to support scalable applications across our portfolio.
This role is part of the Roche Postdoctoral Fellowship Programme (RPF), which aims to build and maintain the scientific leadership of the future. You'll collaborate with talented postdoctoral researchers and leading academic research groups from around the world to advance basic science and technologies.
You'll be supervised by scientists at Roche and an academic partner, with the possibility of extension for a third year. Based in Basel, you'll have ad hoc stays with our academic partner in Bordeaux, France.
Main Responsibilities:
1. Utilize and refine handcrafted and deep radiomics techniques to extract and analyze quantitative features from CT imaging of tumor lesions.
2. Develop, compare, and validate state-of-the-art radiomics models.
3. Harness foundational models in deep learning to advance the discovery of imaging biomarkers.
4. Establish automated pipelines for the extraction and validation of imaging features from clinical trial datasets, enabling scalable applications across Roche's portfolio.
Your Profile
* Possess a PhD in a quantitative field (e.g., Physics, Chemistry, Computer Science, Mathematics, Statistics, Biomedical Imaging) with a record of impactful scientific publications.
* Expertise in radiomics, artificial intelligence, or machine learning applications in medical imaging.
* Demonstrated expertise in medical image processing and modern machine learning techniques, and proficiency with Python and a deep learning framework (e.g., TensorFlow-Keras, PyTorch).
* A strong background in oncology and cancer immunology, with experience in imaging modalities, particularly CT scans.
* Strong background in statistics and data analysis.
* Excellent communication and collaboration skills, with proficiency in English, both written and verbal.
What We Offer
We offer extensive development and training opportunities, flexible working options, 18 weeks of maternity leave and 10 weeks of gender-independent partnership leave. Our employees also benefit from multiple services on site such as child-care facilities, medical services, restaurants, and cafeterias, as well as various employee events.
We believe in the power of diversity and inclusion, and strive to identify and create opportunities that enable all people to bring their unique selves to Roche.
Roche is an Equal Opportunity Employer.