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architectures that integrate diverse biological data modalities. Multimodal representation learning: aligning and fusing information across modalities to capture biological systems at multiple scales. Agentic
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functioning of a complex, multi-modal wet lab — from bacterial molecular biology through human clinical sample processing through high-throughput sequencing — while serving as senior bench scientist, trainer
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affects molecular and organismal diversity. Techno - in the “Techo” pillar, we are developing novel microfluidic, high-throughput sequencing, single cell omic, and computational approaches, which are used
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, sharing, reuse, and stewardship. · Support institutional alignment with ethical, legal, and regulatory requirements (Swiss HRA, GDPR, data protection, biobanking standards). · Promote harmonization and best
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Your position You will develop generative models on single-cell and spatial genomics data, from sequencing and imaging, and apply them to human developmental and disease biology. Possible research
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Grant), which generates new clinical multi-omics data from pediatric patients. These data arrive from different countries, sequencing platforms, and clinical metadata formats, and are subject to data
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cell biology and next generation sequencing. Experience in droplet-microfluidics, including use of commercial devices such as the 10X Genomics platform is beneficial, but not absolutely crucial. For two
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sequencing or antibody discovery. Experience in droplet-microfluidics, including use of commercial devices such as the 10X Genomics platform is beneficial, but not absolutely crucial. LBMM has already
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from pediatric patients. These data arrive from different countries, sequencing platforms, and clinical metadata formats, and are subject to data-transfer agreements and data-protection requirements
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Hönggerberg campus in Zurich, Switzerland. The student will have an entire AMO laboratory at their disposal, including multiple laser systems, UHV chamber, control electronics, as well as realtime experimental