Postdoctoral Scientist

Vor 4 Tagen

Basel, Basel-Stadt, Schweiz Roche Vollzeit
Company Overview
Roche is a leading research-focused healthcare group with a presence in over 100 countries. Our success is built on innovation, curiosity, and diversity.

We strive to identify and create opportunities that enable all people to bring their unique selves to Roche. As a result, we foster a culture of inclusivity and respect, where everyone feels valued and empowered to contribute their best work.

Job Description
You will play a pivotal role in developing state-of-the-art imaging and artificial intelligence algorithms to support scalable applications across our portfolio. You will be responsible for utilizing and refining handcrafted and deep radiomics techniques to extract and analyze quantitative features from CT imaging of tumor lesions.

Your key objectives will include:
- Developing and implementing imaging-based artificial intelligence algorithms
- Curation of imaging datasets and interaction with subject matter experts to generate data insights
- Participation in a group of computer vision, data science, and medical imaging experts
- Performance of statistical analysis and provision of meaningful data insights
- Presentation of results at internal and external scientific venues, conferences, and workshops as well as in high-profile scientific journals

Required Skills and Qualifications
- Possession of 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)
- 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

Benefits
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.

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