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    16 days ago
    Helmholtz München header
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    Full-time
    Junior
    Mid Level
    31.10.24

    Postdoc*in (f/m/x) in Machine Learning in Biomedicinebaito Pro Job

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    Intro

    Join Helmholtz Munich as a Postdoc in Machine Learning in Biomedicine, where you will develop innovative AI tools for biomedical applications and contribute to precision medicine.

    Tasks

    • Develop a decentralised, automated machine learning approach to model clinical single-cell flow and multi-omics data for diagnostics based on deep representation learning and downstream attention-based supervised multiple instance learning.
    • Interpret trained model via attention and prior knowledge.
    • Develop a disease severity classifier for COVID-19 based on high-parameter cytometry data and integrate this with multimodal single cell omics samples.
    • Provide guidance and supervision of students.

    Requirements

    • PhD in computer science, computational biology or related field.
    • Excellent skills in AI/ machine learning and applications thereof.
    • Strong programming/data engineering skills.
    • Background and/or strong interest in biomedical questions.
    • Excellent analytical, technical, and problem-solving skills.
    • Motivated team player with excellent communication and presentation skills, including experience in communicating across discipline boundaries.

    Benefits

    • State-of-the-art infrastructure and Core Facilities
    • Company pension plan
    • Support with the relocation and integration process in Germany
    • Sports, company doctor, mental health initiatives
    • On-site kindergarten, holiday care, care for the elderly
    • Postdoc program, scientific training & career center with tailored offers
    • Continuous education and training
    • 30 days annual leave, flexi days, plus public holidays

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