Post Doctorate Scientist - Clinical Imaging and Generative AI
Post Doctorate Scientist - Clinical Imaging and Generative AI
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1 Vacancy
Job Description
At Roche you can show up as yourself embraced for the unique qualities you bring. Our culture encourages personal expression open dialogue and genuine connections where you are valued accepted and respected for who you are allowing you to thrive both personally and professionally. This is how we aim to prevent stop and cure diseases and ensure everyone has access to healthcare today and for generations to come. Join Roche where every voice matters.
The Position
A healthier future. Its what drives us to innovate. To continuously advance science and ensure everyone has access to the healthcare they need today and for generations to come. Creating a world where we all have more time with the people we love. Thats what makes us Roche.
The Opportunity
As a Postdoctoral Fellow in the Roche Pharma Research and Early Development Data and Analytics Department you will develop state of the art imaging and artificial intelligence algorithms to support scalable applications across Roches portfolio.
This position is sponsored by the Roche Postdoctoral Fellowship Programme (RPF). The RPF has the ambition to build and maintain the Scientific Leadership of the future and to provide leading Roche scientists with the opportunity to collaborate with talented postdoctoral researchers and leading academic research groups from around the world. One of the key aims is to advance basic science and technologies that will be published in toprated peerreviewed scientific journals if necessary preceded by priority patent applications.
As a postdoctoral fellow you will be supervised by scientists at Roche as well as an academic partner. The duration of the RPF project is initially set for two years with the possibility of extension for a third year. You will be based in Basel with ad hoc stays with our academic partner (Institut Bergonie Bordeaux France).
As a Postdoctoral fellow you will play a pivotal role in achieving the following objectives:
Utilize and refine handcrafted and deep radiomics techniques to extract and analyze quantitative features from CT imaging of tumor lesions.
Develop compare and validate state of the art radiomics models.
Harness foundational models in deep learning to advance the discovery of imaging biomarkers.
Establish automated pipelines for the extraction and validation of imaging features from clinical trial datasets enabling scalable applications across Roches portfolio.
In this role you will:
Develop and implement imaging based artificial intelligence algorithms.
Curate imaging datasets and interact with subject matter experts to generate data insights.
Form part of a group of computer vision data science and medical imaging experts.
Perform statistical analysis and provide meaningful data insights.
Present results at internal and external scientific venues conferences and workshops as well as in high profile scientific journals.
Write structured tested readable and maintainable code.
Who you are
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. TensorFlowKeras 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.
When does it start
This fellowships start date is April 2025 or on availability. Please clearly indicate your preferred starting date on your motivation letter.
All applications must include a CV a motivation letter a publication list and a copy of your PhD certificate if available.
More information about the RPF Programme: we are A healthier future drives us to innovate. Together more than 100000 employees across the globe are dedicated to advance science ensuring everyone has access to healthcare today and for generations to come. Our efforts result in more than 26 million people treated with our medicines and over 30 billion tests conducted using our Diagnostics products. We empower each other to explore new possibilities foster creativity and keep our ambitions high so we can deliver lifechanging healthcare solutions that make a global impact. Basel is the headquarters of the Roche Group and one of its most important centres of pharmaceutical research. Over 10700 employees from over 100 countries come together at our Basel/Kaiseraugst site which is one of Roches largest sites. Read more. Besides extensive development and training opportunities we offer 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 childcare facilities medical services restaurants and cafeterias as well as various employee events. Roche is an Equal Opportunity Employer.
Lets build a healthier future together.
Employment Type
Full-Time
