Postdoc (f/m/x) in Machine Learning in Biomedicine

vor 5 Monaten

Oberschleißheim, Deutschland Helmholtz Zentrum München Vollzeit

Postdoc (f/m/x) in Machine Learning in Biomedicine

102301
Full time
Neuherberg near Munich Home Office Options

We are Helmholtz Munich. In a rapidly changing world, we discover breakthrough solutions for better health.

Our research is focused within the areas of metabolic health/diabetes, environmental health, molecular targets and therapies, cell programming and repair, bioengineering, and computational health. We particularly excel in the fields of basic research, bioengineering, artificial intelligence, and technological development.

Through this research, we build the foundations for medical innovation. Together with our partners, we seek to accelerate the transfer of our research, so that laboratory ideas can reach society and improve people’s quality of life at the fastest rate possible.

This is what drives us. Why not join us and make a difference?


The Computational Health Center (CHC) is globally recognized for innovations in data analysis and modeling of biological systems and diseases, anchored at Helmholtz Munich and the Technical University Munich. The Theis Lab has a long-standing reputation for pioneering machine learning and AI methods in molecular biology, in particular on single-cell genomics and microscopy. The position is co-supervised by Joachim Schultze (DZNE, Bonn) and includes lab visits in Bonn.

Prof. Matthias Tschöp (Dr. Med., Dr. hc.),

"We believe that excellent research requires a range of different perspectives. Diverse teams reach better solutions and are more innovative in their research topics.

Establishing our Diversity Management Strategy demonstrates our commitment to ensuring an appreciative company culture based on mutual respect. We are also implementing diversity-sensitive processes throughout our whole organization."

Your tasks

The role involves developing and applying decentralised machine learning/AI tools to analyse high-parameter flow cytometry and high-resolution single-cell multi-omics data for diagnostic purposes in a clinical multi-center study based on the Scanpy platform and Swarm Learning. The position is part of a national consortium about “Swarm Learning for precision medicine in infectious diseases and pandemic preparedness” including experts in the fields of data and information sciences, immunology, virology, clinical infectious diseases, and ethics.

It provides an opportunity for close collaboration with the Schultze Lab at the Department of Systems Medicine at the German Center for Neurodegenerative Diseases, along with the possibility of conducting longer research visits to Bonn. This innovative work sets a precedent for applying AI across medical disciplines. If you are enthusiastic about addressing critical questions in the field of AI in medicine and contributing to the progress of precision medicine, you are encouraged to apply for this postdoctoral position.

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.

Your profile

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

Since 2005, we hold the TOTAL E-QUALITY award for exemplary action in the sense of an equal-opportunity organizational culture.

Helmholtz Munich is actively committed to diversity and inclusion in practice and is sustainably committed to equality.

The Diversity Charter has set itself the goal of promoting diversity in the world of work. By signing the charter, we commit ourselves to create an appreciative working environment for all employees.

If you fulfil all the requirements, you may be eligible for a salary grade of up to E 13. Social benefits are based on the Collective Wage Agreement for Public-Sector Employees (TVöD). The position has an (initial) fixed term of 2 years but may be extended under certain circumstances.

We are committed to promoting a culture of diversity and welcome applications from talented people regardless of gender, cultural background, nationality, ethnicity, sexual identity, physical abilities, religion or age. Qualified applicants with physical disabilities will be given preference.
If you have obtained a university degree abroad, we will require further documents from you regarding the comparability of your degree. 

  • Postdoctoral Researcher in Machine Learning for Biomedicine

    vor 4 Wochen

    Oberschleißheim, Bayern, Deutschland Helmholtz Zentrum München Vollzeit

    Postdoctoral Researcher in Machine Learning for BiomedicineHelmholtz Zentrum München is seeking a highly motivated Postdoctoral Researcher to join our team in the field of machine learning for biomedicine. As a Postdoctoral Researcher, you will be responsible for developing and applying decentralized machine learning/AI tools to analyze high-parameter flow...

  • Postdoc - Deep Learning and Perturbation Models (f/m/x)

    vor 6 Monaten

    Oberschleißheim, Deutschland Helmholtz Zentrum München Vollzeit

    Postdoc - Deep Learning and Perturbation Models (f/m/x) 102324 Full time Neuherberg near Munich Home Office Options We are Helmholtz Munich. In a rapidly changing world, we discover breakthrough solutions for better health. Our research is focused within the areas of metabolic health/diabetes, environmental health, molecular targets and...

  • Postdocs (F/m/x) in Machine Learning or

    vor 2 Monaten

    85764 Oberschleißheim, Deutschland Helmholtz Zentrum München Vollzeit

    102510 Full time 39 h/week Neuherberg near Munich Home Office Options We are Helmholtz Munich. In a rapidly changing world, we discover breakthrough solutions for better health. Our research is focused within the areas of metabolic health/diabetes, environmental health, molecular targets and therapies, cell programming and repair, bioengineering, and...

  • Postdoctoral Researcher in AI-Driven Biomedicine

    vor 1 Tag

    Oberschleißheim, Bayern, Deutschland Helmholtz Zentrum München Vollzeit

    Helmholtz Zentrum München: A Pioneer in Medical InnovationWe are seeking a highly skilled Postdoctoral Researcher to join our team at the Helmholtz Zentrum München, a leading research institution in the field of biomedicine.About the Role:As a Postdoctoral Researcher, you will be working on developing and applying decentralized machine learning/AI tools to...

  • Postdoc in Epigenetics

    vor 6 Monaten

    Oberschleißheim, Deutschland Helmholtz Zentrum München Vollzeit

    Postdoc in Epigenetics (f/m/x) 102417 Full time 39 hrs./week Neuherberg near Munich Home Office Options We are Helmholtz Munich. In a rapidly changing world, we discover breakthrough solutions for better health. Our research is focused within the areas of metabolic health/diabetes, environmental health, molecular targets and therapies, cell...

  • Postdoc in Computational Neurobiology

    vor 6 Monaten

    Oberschleißheim, Deutschland Helmholtz Zentrum München Vollzeit

    Postdoc in Computational Neurobiology (f/m/x) - Integrative Multi-Omics Analyses in Alzheimer's Disease 102403 Full time 39 h/week Neuherberg near Munich Home Office Options We are Helmholtz Munich. In a rapidly changing world, we discover breakthrough solutions for better health. Our research is focused within the areas of metabolic...

  • Principal Investigator

    vor 1 Monat

    85764 Oberschleißheim, Deutschland Helmholtz Zentrum München Vollzeit

    102469 Full time, close to full time Neuherberg near Munich Homeoffice Options We are Helmholtz Munich. We discover breakthrough solutions for better health in a rapidly changing world. We improve people's quality of life through excellent research. Join us and make a difference! Call for a Principal Investigator (f/m/x) The at Helmholtz Munich offers a...

  • Postdoc/ Scientist

    vor 5 Monaten

    Oberschleißheim, Deutschland Helmholtz Zentrum München Vollzeit

    Postdoc/ Scientist - epidemiology of allergic diseases (f/m/x) 102393 Full time 39 h/Woche Munich Home Office Options We are Helmholtz Munich. In a rapidly changing world, we discover breakthrough solutions for better health. Our research is focused within the areas of metabolic health/diabetes, environmental health, molecular targets and...

  • Full Stack Developer

    vor 1 Woche

    Oberschleißheim, Deutschland INFRAFRONTIER Vollzeit

    INFRAFRONTIER, the European Research Infrastructure for Modelling Human Diseases, is a non-profit organization dedicated to advancing disease understanding and treatment through cutting-edge models. Operated by a network of over 20 leading biomedical research institutes, it empowers research on human health and disease. Committed to excellence, INFRAFRONTIER...

  • Postdoctoral Researcher

    vor 4 Wochen

    Oberschleißheim, Bayern, Deutschland Helmholtz Zentrum München Vollzeit

    Postdoctoral Researcher - Deep Learning and Perturbation ModelsAbout the PositionWe are seeking a highly motivated and talented Postdoctoral Researcher to join our team for a collaborative research project with Pfizer Inc. The project aims to enable target discovery and precision medicine through the application of scalable and interpretable deep learning...

  • Ai Postdoc in The Helmholtz Foundation Model

    vor 3 Monaten

    85764 Oberschleißheim, Deutschland Helmholtz Zentrum München Vollzeit

    102503 Full time 39 h/week Neuherberg near Munich Home Office Options We are Helmholtz Munich. In a rapidly changing world, we discover breakthrough solutions for better health. Our research is focused within the areas of metabolic health/diabetes, environmental health, molecular targets and therapies, cell programming and repair, bioengineering, and...

  • Full Stack Developer

    vor 1 Woche

    Oberschleißheim, Deutschland undisclosed Vollzeit

    INFRAFRONTIER ERIC – Job AdvertisementINFRAFRONTIER, the European Research Infrastructure for Modelling Human Diseases, is a non-profit organization dedicated to advancing disease understanding and treatment through cutting-edge models. Operated by a network of over 20leading biomedical research institutes, it empowers research on human health and disease....

  • Full Stack Developer

    vor 1 Woche

    Oberschleißheim, Deutschland INFRAFRONTIER Vollzeit

    INFRAFRONTIER ERIC – Job Advertisement INFRAFRONTIER, the European Research Infrastructure for Modelling Human Diseases, is a non-profit organization dedicated to advancing disease understanding and treatment through cutting-edge models. Operated by a network of over 20leading biomedical research institutes, it empowers research on human health and...

  • Full Stack Developer

    vor 1 Woche

    Oberschleißheim, Deutschland INFRAFRONTIER Vollzeit

    INFRAFRONTIER ERIC – Job Advertisement INFRAFRONTIER, the European Research Infrastructure for Modelling Human Diseases, is a non-profit organization dedicated to advancing disease understanding and treatment through cutting-edge models. Operated by a network of over 20leading biomedical research institutes, it empowers research on human health and...

  • Staff Scientist Cell Therapy-Type 1 Diabetes

    vor 5 Monaten

    Oberschleißheim, Deutschland Helmholtz Zentrum München Vollzeit

    Staff Scientist Cell Therapy-Type 1 Diabetes (f/m/x) 102455 Full time 39 h/week Neuherberg near Munich Home Office Options We are Helmholtz Munich. In a rapidly changing world, we discover breakthrough solutions for better health. Our research is focused within the areas of metabolic health/diabetes, environmental health, molecular targets and...

  • Phd Candidate

    vor 2 Monaten

    85764 Oberschleißheim, Deutschland Helmholtz Zentrum München Vollzeit

    102487 Full time Neuherberg near Munich We are Helmholtz Munich. In a rapidly changing world, we discover breakthrough solutions for better health. Our research is focused within the areas of metabolic health/diabetes, environmental health, molecular targets and therapies, cell programming and repair, bioengineering, and computational health. We particularly...

  • Techniker (m/w/d) für Maschinenwartung und -bedienung

    vor 3 Wochen

    Oberschleißheim, Bayern, Deutschland EMMA | JOBS IN MÜNCHEN® Vollzeit

    Maschinenwartung und -bedienungWir suchen im Auftrag unseres Kunden einen Land- und Baumaschinenmechatroniker / Kraftfahrzeugmechatroniker / Baumaschinenmechaniker für den Fuhrpark. Der Kunde ist erfolgreich in Deutschland mit über 1.550 Mitarbeitern an über 170 Standorten deutschlandweit.Ihre Aufgaben:Instandhalten und Warten von Maschinen Kunden in das...

  • Ausbildung zum Kaufmann

    vor 4 Wochen

    Oberschleißheim, Deutschland R+V Versicherung AG Vollzeit

    Ausbildung zum Kaufmann (m/w/d) für Versicherungen und Finanzanlagen VertriebWerde Teil unseres Teams in der Region Unterschleißheim zum 01.08.2024!AUFGABENKennenlernen unserer VersicherungsprodukteBeratung und Betreuung der Bankkunden zu ihren Versicherungsthemen – persönlich oder digitalPraxis am Point of Sale der Volks- und...

  • Techniker für Land- und Baumaschinenmechatronik

    vor 4 Wochen

    Oberschleißheim, Bayern, Deutschland EMMA | JOBS IN MÜNCHEN® Vollzeit

    Wir suchen einen Land- und BaumaschinenmechatronikerUnser Kunde ist ein erfolgreiches Unternehmen in Deutschland, das seit über 50 Jahren in diesem Bereich tätig ist. Wir suchen im Auftrag unseres Kunden einen Land- und Baumaschinenmechatroniker für den Fuhrpark dieser Niederlassung.Die vielfältigen Tätigkeiten:Das Instandhalten und Warten der...

  • Planer (m/w/d)

    vor 1 Monat

    Oberschleißheim, Deutschland Bachner Elektro GmbH & Co. KG Vollzeit

    Über unsIn Ihrer Funktion als Planer:in unterstützen Sie unsere Teams bereits in der Projektvorbereitung. Sie überwachen und begleiten Projekte im Rahmen der Planfortschreibung und erstellen die Bestandsdokumentation. Als Planungsverantwortliche:r optimieren Sie Kosten, sorgen für Termintreue und sichern eine gleichbleibend hohe...