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

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

Helmholtz Zentrum MünchenNeuherberg
Postdoc (f / m / x) in Machine Learning in Biomedicine.Neuherberg near Munich Home Office Options.In a rapidly changing world, we discover breakthrough solutions for better health.Our research is focus...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
  • Gesponsert
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Specialist Labelling Systems (w / m / d)

Specialist Labelling Systems (w / m / d)

Klüber Lubrication München GmbH & Co. KGMaisach, Germany
We will wow your world!” Das ist unser Versprechen, wenn es um Arbeiten bei Freudenberg geht.Als globaler Technologiekonzern machen wir die Welt nicht nur sauberer, gesünder und komfortabler, sonde...Mehr anzeigenZuletzt aktualisiert: vor 14 Stunden
Internal Communications Specialist (f / m / d)

Internal Communications Specialist (f / m / d)

FreudenbergMaisach
Vollzeit
Working at Freudenberg : We will wow your world!.You develop and execute internal communications strategies (including messaging, channels, and formats). You create and deliver the related internal c...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Product Marketing Specialist VAS (m / w / d)

Product Marketing Specialist VAS (m / w / d)

TTIMaisach, DE
Als einer der weltmarktführenden Spezialdistributoren von elektronischen Komponenten arbeiten wir als TTI, Inc.Unternehmen der Gruppe Berkshire Hathaway, jeden Tag daran, die Erwartungen unserer Ku...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Data Engineering Solutions Design, Bayern

Data Engineering Solutions Design, Bayern

Axiom Software SolutionsBayern, Germany
Data Engineering Solutions DesignJob Title : Data Engineering Solutions Design Base Location : Munich, Germany (Fully Remote / Hybrid) Duration : B2b Contract / FTC / FTE Experience : 8-10 Years Lang...Mehr anzeigenZuletzt aktualisiert: vor 7 Tagen
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Customer Service Specialist (m / w / d)

Customer Service Specialist (m / w / d)

DACHSER SEUnterschleißheim, Bayern, DE
Der Kunde im Mittelpunkt : Unser Customer Service fungiert als vertrauensvoller Partner für alle Anliegen unserer Neu- und Bestandskunden im operativen Tagesgeschäft und sichert deren Zufriedenheit....Mehr anzeigenZuletzt aktualisiert: vor 10 Tagen
Remote Field Service Engineering Specialist

Remote Field Service Engineering Specialist

FlowserveBavaria, Germany
Homeoffice
Vollzeit
The Field Service Engineering Specialist (for Electric Actuation & Digital Products) is a customer facing extension of the Flowserve digital products and automation engineering team.This engineer w...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Senior Customes Specialist / Zollspezialist / in (m / w / d)

Senior Customes Specialist / Zollspezialist / in (m / w / d)

Personalhansa GmbHBergkirchen, Kreis Dachau
Senior Customes Specialist / Zollspezialist / in (m / w / d).Senior Customes Specialist / Zollspezialist / in.Erstellung und Verwaltung von Ausfuhranmeldungen. Einreihung von neuen Produkten in den Zolltari...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Clinical Sales Support Specialist (m / f / d) (remote)

Clinical Sales Support Specialist (m / f / d) (remote)

Ovid Technologies GmbHUnterschleissheim, DEU
Homeoffice
Vollzeit
Build a better tomorrow, today!.For 180 years, Wolters Kluwer has been innovating the way professionals and businesses work. Employees are at the cornerstone of bringing our vision to life.We are a ...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Build Engineer & Configuration Management Specialist

Build Engineer & Configuration Management Specialist

MicroNova AGVierkirchen bei München, DE
Build Engineer & Configuration Management Specialist (m / w / x).Herausforderungen im Bereich Testautomatisierung.Script und Programmiererfahrung. Schippe Kreativität genau dein Ding? Du findest.Innovat...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Specialist Pricing

Specialist Pricing

BNP ParibasBavière
Bavière Postulez maintenant $( document ).DAB BNP Paribas ist die Bank für unabhängige Vermögensverwalter, Fondsvermittler, Anlageberater und institutionelle Kunden. Damit sind wir in diesem Segment...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
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Sales Support Specialist (m / w / d)

Sales Support Specialist (m / w / d)

Stellenpakete.deUnterschleißheim, Deutschland
Sicherstellung einer hohen Kundenzufriedenheit.Koordination und vergaberechtlich einwandfreie Bearbeitung von Ausschreibungen. Technischer Support in Zusammenarbeit mit dem Sales Specialist im Berei...Mehr anzeigenZuletzt aktualisiert: vor 24 Tagen
German Speaking Junior Campaign Specialist in Barcelona

German Speaking Junior Campaign Specialist in Barcelona

Cross Border TalentsBavaria, Germany
Vollzeit
Quick Apply
Are you a Google fan? Do you love Google products?.Are you passionate about the web and new technology?.If you are tech-savvy, creative, outgoing, and willing to roll up your sleeves and get things...Mehr anzeigenZuletzt aktualisiert: vor 24 Tagen
Quality Control Specialist - Analytical Chemistry and Training (m / f / x) I Climate Tech Startup

Quality Control Specialist - Analytical Chemistry and Training (m / f / x) I Climate Tech Startup

tozeroKarlsfeld, Bayern, DE
Europe's leading deep-tech startup specializing in the recycling of lithium-ion batteries.We are committed to sustainable, innovative solutions that drive decarbonization and transform the material...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Pre-Sales / Solution Architect (m / f / d) with ESG Expertise

Pre-Sales / Solution Architect (m / f / d) with ESG Expertise

Tagetik GmbHUnterschleissheim, DEU
Vollzeit
The activities of the Pre-Sales / Solution Architect (m / f / d) with ESG Expertise comprise the following tasks : .The field of activity includes above all, providing technical guidance to clients, inte...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
  • Gesponsert
Customer Service Specialist (m / w / d)

Customer Service Specialist (m / w / d)

Dachser SEUnterschleißheim, Deutschland
Der Kunde im Mittelpunkt : Unser Customer Service fungiert als vertrauensvoller Partner für alle Anliegen unserer Neu- und Bestandskunden im operativen Tagesgeschäft und sichert deren Zufriedenheit....Mehr anzeigenZuletzt aktualisiert: vor 12 Tagen
Montage Fachkraft am Standort Bergkirchen (m / w / d) / Installation specialist at the Bergkirchen site (m / f / d)

Montage Fachkraft am Standort Bergkirchen (m / w / d) / Installation specialist at the Bergkirchen site (m / f / d)

IPETRONIK GmbH & Co. KGBergkirchen, Bayern, Deutschland
Quick Apply
Montage Fachkraft am Standort Bergkirchen (m / w / d) / Installation specialist at the Bergkirchen site (m / f / d) bei IPETRONIK GmbH & Co. Montage Fachkraft am Standort Bergkirchen (m / w / d) / Installat...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
(Senior) Referent Personalentwicklung & Learning (M / W / D)

(Senior) Referent Personalentwicklung & Learning (M / W / D)

Sana Kliniken AGMobiles Arbeiten, Bayern
Homeoffice
Wir betreiben eine dreistellige Zahl an Krankenhäusern und Medizinischen Versorgungszentren.Darüber hinaus sind wir führend im Bereich B2B-Services in Einkauf und Logistik, Implementierung und Inst...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Customs Specialist (m / w / x)

Customs Specialist (m / w / x)

ThorlabsBergkirchen, Bavaria, Germany
Erstellung und Verwaltung von Ausfuhranmeldungen.Einreihung von neuen Produkten in den Zolltarif.Bearbeitung von Import-Avisierungen und Freigabe von Importsendungen. Erstellung von Präferenzpapiere...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Treasury Specialist (m / w / d)

Treasury Specialist (m / w / d)

ISG International Service GroupBavaria
Treasury Specialist (m / w / d) Vollzeit | Rosenheim APPLYUnser Kunde entwickelt und produziert vorgedämmte Rohrsysteme für die Nah- und Fernwärmeversorgung und trägt somit einen wertvollen Teil zur En...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
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Postdoc (f / m / x) in Machine Learning in Biomedicine

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

Helmholtz Zentrum MünchenNeuherberg
Vor 30+ Tagen
Stellenbeschreibung

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.