Postdoc*in (f/m/x) in Machine Learning in Biomedicine bei...

Einführung

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.

Aufgaben

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.

Voraussetzungen

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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