EMBL
Life Sciences
AMBERPostdoctoralFellowship:DevelopmentofAI-assistedsampleoptimisationworkflowsforcryo-EM
Neural analysis suggests this role is
optimal for Mid+ candidates.
“AMBER Postdoctoral Fellowship: Development of AI-assisted sample optimisation workflows for cryo-EM at EMBL. Skills: AI-assisted workflows, Cryo-EM sample prep, Data integration. Develop AI-assisted sample optimisation workflows. Apply machine learning to sample preparation”
Industry & Context.
Data-driven optimization
Must not have resided in host country > 12 months in last 3 years
What They're Looking For.
Must Have
Maximum 8 years after doctoral degree, At least one original publication, Background in relevant methods, Complete application package submitted
Nice to Have
MSCA mobility rule compliance
What You'll Do.
Develop AI-assisted sample optimisation workflows
Apply machine learning to sample preparation
Automate reproducible workflows
Integrate sample prep and quality control instruments
Develop database for sample metadata
Train specialized AI models
Integrate database with EBI resources
Align sample preparation metadata
Relate sample records to entries
Act as primary contact between Grenoble and EBI
How You'll Work.
Team & Collaboration
EMPIAR and EMDB teams
Full Job Description
EMBL is Europe’s life sciences laboratory – an intergovernmental organisation with more than 110 independent research groups and service teams covering the spectrum of molecular biology. It operates across six sites in Heidelberg (headquarters), Barcelona, Cambridge, Grenoble, Hamburg and Rome. Our mission is to perform basic research in molecular biology; train scientists, students and visitors at all levels; offer vital services to scientists in the public and private sectors within the member states; develop new instruments and methods; and engage actively in technology transfer. This post-doctoral position is part of the EU cofund research project AMBER, Advanced Multiscale Biological imaging using European Research infrastructures, will address scientific and sectoral gaps in biological imaging ranging from molecular, through cellular, to tissue, organ and organism levels of organisation, and is coordinated by LINXS Institute of advanced Neutron and X-ray Science. AMBER is funded by the EU Marie Skłodowska-Curie (MSCA) COFUND scheme. Around 8 postdocs will be recruited in the Final call with each fellowship lasting 36 months. AMBER has six core partners: Lund University/MAX IV, Sweden, the European Spallation Source (ESS), Sweden, the European Molecular Biology Laboratory (EMBL), Institut Laue-Langevin (ILL), France, the International Institute of Molecular Mechanisms and Machines, (IMOL), Poland, and the Leicester Institute of Structural and Chemical Biology, United Kingdom. Your work may include clinical and biomedical projects. It may also include technique development work aimed at combining imaging techniques and data analysis to provide a more integrated picture of life processes in the context of health and disease. To be a postdoc fellow at the AMBER programme you will get unprecedented medical, biological, and methodological capabilities, with a profound potential impact for Europe’s next generation of research and researchers. When you have completed
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