Researcher and Software Developer on Graph Modeling and Machine Learning
Vor 2 Tagen
We are seeking a highly motivated Researcher and Software Developer to join our dynamic multidisciplinary team at the German Cancer Research Center (DKFZ) and the National Center for Tumor Diseases Heidelberg.
Your Key Responsibilities- Design, develop, and maintain graph database solutions using Python and graph database technologies.
- Implement data import/export processes and ETL pipelines for graph data and write efficient and performant code to query and manipulate graph data.
- Collaborate with our team to apply graph-based models to biomedical datasets and implement and optimize algorithms for efficient computation on large-scale graphs.
- Design and develop graph machine/deep learning algorithms to solve challenging problems in biomedicine.
- Stay current with the latest developments in graph machine learning and develop/integrate new techniques into biomedically-relevant research projects.
- Conduct testing and provide thorough documentation.
We are looking for a candidate with a strong foundation in machine learning, deep learning, and graph theory. Experience with graph neural networks and related libraries, tools, and frameworks is highly desirable. Proficiency in programming languages such as Python, TensorFlow, PyTorch, or similar tools for machine/deep learning development is required.
A master's or PhD degree in computer science, data science, computational biology, electrical engineering, physics, mathematics, statistics, or a related field with a focus on machine learning and graph theory is mandatory. Strong problem-solving skills, excellent written and communication skills, and the ability to work independently and within our multidisciplinary research environment are essential.
We OfferExcellent framework conditions, including state-of-the-art equipment and opportunities for international networking at the highest level. 30 days of vacation per year, flexible working hours, remuneration according to TV-L incl. occupational pension plan and capital-forming payments, possibility of mobile work and part-time work, family-friendly working environment, and sustainable travel to work: subsidized Germany job ticket.
Unleash your full potential: targeted offers for your personal development to further develop your talents. Our Corporate Health Management Program offers a holistic approach to your well-being.
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