16 days ago
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
16 days ago
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