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vor 2 Wochen

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**Reference number**:2025-0184** - Frankfurt - Full-time - DKTK partner site Frankfurt/Mainz - Machine Learning/Bioinformatics in Oncology **_“Research for a life without cancer" is our mission at the German Cancer Research Center. We investigate how cancer develops, identify cancer risk factors and look for new cancer prevention strategies. We develop new methods with which tumors can be diagnosed more precisely and cancer patients can be treated more successfully. Every contribution counts - whether in research, administration or infrastructure. This is what makes our daily work so meaningful and exciting._** Together with university partners at seven renowned partner sites, we have established the German Cancer Consortium (DKTK). For the Research Group "**Machine Learning in Oncology**” (headed by Prof. Dr. Florian Buettner) at the **DKTK partner site Frankfurt/Mainz**and the Goethe University Frankfurt, we are seeking for the next possible date a **YOUR TASKS**: **Your research will include**: - Developing causal machine learning methods for reliable survival modeling in cancer patients, particularly for AML (Acute Myeloid Leukemia) - Building trustworthy recommender systems for therapy decisions based on electronic health records (EHR), incorporating causal reasoning and uncertainty quantification - Creating uncertainty-aware models that can reliably communicate when predictions may be unreliable - Collaborating with experimental and clinical partners from Heidelberg, and the DKTK network **Key research areas**: - Trustworthy survival analysis and time-to-event modeling - Causal inference from observational health data - Uncertainty quantification in causal models - Integration of multi-modal data (genomics, proteomics, EHR) for time-to-event modeling **YOUR PROFILE**: To apply, please submit a single PDF file containing a cover letter, curriculum vitae, copies of relevant degree certificates with transcripts of records and contact details for at least two references. **WE OFFER**: **Excellent framework conditions: state-of-the-art equipment and opportunities for international networking at the highest level** **Remuneration according to TV-L incl. occupational pension plan and capital-forming payments** **30 days of vacation per year** **Flexible working hours** **Possibility of mobile work and part-time work** **Family-friendly working environment** **Sustainable travel to work: subsidized Germany job ticket** **Our Corporate Health Management Program offers a holistic approach to your well-being** **Develop your full potential: access to the DKFZ International Postdoc Program and DKFZ Career Service with targeted offers for your personal development to further develop your talents** **ARE YOU INTERESTED?**: Then become part of the DKFZ and join us in contributing to a life without cancer **Contact**: Prof. Dr. Florian Buettner Phone: +49 173 4613687 **Duration**: The position is initially limited to 3 years. **Application Deadline**:29.07.2025

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