PhD Candidate (m/f/d): Analysis of Microscopic BIOMedical Images (AMBIOM)

Leibniz-Institut für Analytische Wissenschaften – ISAS – e.V.; Deutschland; Vor Ort; EUR 50.000 - 60.000; Vollzeit

Zusammenfassung

Das Leibniz-Institut für Analytische Wissenschaften lädt zur Bewerbung für die Position des PhD-Kandidaten (m/w/d) zur Analyse mikroskopischer biomedizinischer Bilder ein. Die Stelle umfasst die Entwicklung moderner Methoden für die Bildanalyse mithilfe von maschinellem Lernen, die Präsentation von Forschungsergebnissen auf internationalen Konferenzen und die grundlegende Unterstützung für die Promotionskandidaten, um ihre Fähigkeiten in einem dynamischen Team zu entwickeln. Flexible Arbeitszeiten und Unterstützung bei der Vereinbarkeit von Beruf und Familie sind ebenfalls Teil der Position.

Leistungen

Flexible Arbeitszeiten

Unterstützung bei der Vereinbarkeit von Beruf und Familie

Internationale Konferenzen

Qualifikationen

• Starker Hintergrund im maschinellen Lernen erforderlich.
• Umfassende Erfahrung in Computer Vision oder Bildanalyse.
• Gute Englischkenntnisse in Wort und Schrift.

Aufgaben

• Entwicklung neuer Algorithmen für Mikrobildanalyse.
• Implementierung von KI-basierter Bildanalyse-Software.
• Bericht über Ergebnisse in Konferenzen und Fachzeitschriften.

Kenntnisse

Maschinelles Lernen

Computer Vision

Deep Learning

Präsentationsfähigkeiten

Unabhängigkeit

Ausbildung

Master, Diplom oder gleichwertiger Abschluss in IT/Informatik/Statistik/Angewandte Mathematik/Datenwissenschaft/Biomedizinischer Technik

Tools

PyTorch

Jobbeschreibung

The Leibniz-Institut für Analytische Wissenschaften - ISAS - e. V. develops efficient analytical methods for health research. Thus, it contributes to the improvement of the prevention, early diagnosis, and therapy of diseases like cardiovascular diseases or cancer. Overall, the institute strives to advance precision medicine by combining knowledge from different fields such as biology, chemistry, computer science, medicine, pharmacology, and physics. ISAS is a member of the Leibniz Association and is publicly funded by the Federal Republic of Germany and its federal states.

At our location in Dortmund, we invite applications for a

PhD Candidate (m/f/d): Analysis of Microscopic BIOMedical Images (AMBIOM)

You will be responsible for

• Developing new machine learning algorithms for microscopy image analysis problems, especially tracking the motion of objects, which are driven by real applications in life science research
• Developing solutions to integrate large foundation models into microscopy image analysis and analytical data analysis workflows, together with other team members
• Implementing AI-based microscopy image analysis software as python packages
• Developing algorithms to deploy machine learning models on edge devices
• Reporting findings and methods in conference and journal papers

Your profile

• Masters, Diploma or equivalent degree in IT/computer science/statistics/applied mathematics/data science/biomedical engineering or of relevant scientific field
• A solid background in machine learning
• Extensive experience with either computer vision or image analysis
• Good knowledge of deep learning packages, PyTorch
• Familiar with foundation models (vision large models or multi-modal large language models)
• Basic knowledge of edge devices
• Good presentation and writing skills
• Proactive, independent, and solution-oriented way of working
• Fluent English (spoken and written)
• Publications at top-tier computer vision conferences or journals is a plus
• Experience with open-source software development is a plus

We offer

• A clear research topic as well as multifold training and support for PhD students in framework of ISAS and the Leibniz association
• Training and scientific development opportunities in an international environment and an excellent working atmosphere in a very dynamic and professional team
• Extensive state-of-the-art equipment and infrastructure in various analytical methods
• The opportunity to present your data on international conferences and participate in workshops
• A wide range of opportunities for further training and qualifications
• Flexible working times, mobile working and attractive social benefits
• Support in finding balance between work and family life (including finding childcare facilities, advice on caring for relatives) through a family service
• Workplace health promotion and support for participation in TU Dortmund University sports activities

Non-residents who apply for this job will receive help from the institute to find accommodation and to handle authorities. Applications from disabled applicants are welcome. ISAS supports the principle of equal opportunity for all employees and therefore particularly encourages women to apply.

The salary will be according to the German TV-L. The full-time position is available immediately and offered for three years. The time limitation of the contract is based on the Wissenschaftszeitvertragsgesetz (WissZeitVG).

ISAS collects and processes the personal data of its applicants in accordance with European and German legal regulations. Further information on data protection and the processing of personal data can be found at: www.isas.de/en/datenschutz

The closing date for applications is July 31, 2025. Please apply via our applicant portal. If you have any questions (reference number 359_2025), feel free to contact the Human Resources team ([e-mail]). Further information about the institute can be at: www.isas.de/en.