Postdoc in Bioinformatics

Postdoc in Bioinformatics / Computational Biology (all gender) - The Department of Nephrology and Else Kroener-Fresenius Center Anstellungsart: Limited Contract Arbeitsmodell: Full Time Ausschreibungsnummer: 6 ...you're in the middle of itThe Department of Nephrology and Else Kroener-Fresenius Center provides excellent facilities to conduct interdisciplinary research in the field of Nephrology and Cardiovascular biology. We offer an attractive surrounding for modern science in molecular medicine, systems biology and data science.It is embedded in the excellence cluster Cardio-Pulmonary Institute (CPI), the Deutsche Zentrum für Herz-Kreislauf-Forschung (DZHK) and the CRC TRR and provides access to state-of-the-art omics platforms, high-performance computing infrastructure and comprehensive training opportunities. If you have finished your PhD and if you are highly motivated to contribute to the understanding of the mechanisms leading cardiovascular disease in patients with kidney injury, apply now at the Department of Nephrology and the Else Kroener-Fresenius Center for Nephrological Research Your Role: We aim to study the role of the hematopoietic system as a hub between cardiovascular and kidney diseases by leveraging large-scale multi-omics and clinical data. You will work at the interface of single-cell omics, spatial transcriptomics, AI-based modelling and population-scale datasets to identify mechanisms driving cardiovascular complications in kidney disease. Analysis and integration of single-cell RNA-seq (scRNA-seq), single-cell ATAC-seq (scATAC-seq) and spatial transcriptomics datasets Development and application of AI- / machine-learning–based models (e.g. deep learning, representation learning) to dissect cellular states, trajectories and regulatory networks Integration of large-scale population and biobank datasets (e.g. UK Biobank) with multi-omics data to identify risk profiles, molecular signatures and causal pathways Close collaboration with experimental and clinical researchers to generate and test mechanistic hypotheses Preparation of scientific manuscripts and presentation of results at national and international conferences Contribution to supervision and mentoring of students (Master/PhD) in the field of bioinformatics and computational biology ... your skills are what we're looking for PhD (or equivalent) in bioinformatics, computational biology, computer science, statistics, systems biology, medical data science or a related quantitative field Strong interest in cardiovascular and kidney diseases, translational research and precision medicine Proven track record in bioinformatics / data science (e.g. publications, preprints, software, or analysis pipelines) Solid experience with analysis of NGS data, ideally including one or more of:o scRNA-seqo scATAC-seqo spatial transcriptomics Strong programming skills in R and/or Python and experience with common bioinformatics and ML frameworks (e.g. Bioconductor, Scanpy, PyTorch, TensorFlow) Very good knowledge of statistics and machine learning; experience with deep learning or probabilistic modelling is an advantage Experience with large-scale data handling (HPC environments, cloud computing, containers, workflow managers) Very good command of English (spoken and written); German is an asset but not mandatory You are organized, team-oriented, proactive, open-minded and have good communication skills Due to legal regulations, valid proof of measles immunity / measles vaccination is required ... you'll be offered a lot In addition to an attractive salary based on a (TV-G-U) with an annual special payment, you benefit from long-term security through company pension schemes You work full-time h/week and limited to 2 years, possible starting option ..6 Internal and external training for your professional development Benefit from our attractive health offers. We offer regular online and face-to-face courses on nutrition, relaxation, sports and exercise Part-time employment is possible, we offer childcare in our daycare center (if you have any questions, please contact UKF-Familienservice), child care during holidays Free public transport in all Hessen (Free State Ticket Hessen) Uniklinik-Campus, Mensa, Cafés Insights: , , It's time to join our team We welcome applications from candidates of all genders. Women are currently underrepresented in these positions at Universitätsmedizin Frankfurt. Therefore, applications from women are especially encouraged. Applicants with severe disabilities will be given preferential consideration in cases of equal personal and professional qualifications. … sind Sie mittendrin in der Medizin von morgen Genau hier sind Sie mittendrin in der Medizin von morgen. Die Universitätsmedizin Frankfurt gehört zu den führenden Universitätskliniken in Deutschland. Bei uns ziehen über 8. Menschen aus über Nationen an einem Strang. Aus Wissen wird Gesundheit – das ist dabei unser täglicher Antrieb. Denn wir verbinden Krankenversorgung mit Forschung und Lehre, begrüßen den Fortschritt und entwickeln uns selbst immer weiter. So leisten wir einen wichtigen Beitrag für die Gesundheit und die Lebensqualität von über . Patientinnen und Patienten jährlich: kompetent, gewissenhaft und mit Leidenschaft.