PhD: Learning interactions in collective cell migration

Vrije Universiteit; Amsterdam; Hybrid; EUR 34.000 - 43.000; Vollzeit

Benefits dieser Stelle

Salary: €3,059–€3,881 gross per month

0.9 FTE minimum

Contract for 1 year with possible ext.

8% holiday allowance

8.3% end-of-year bonus

Commuting contribution

Personalized benefits package

Zusammenfassung

The Broedersz group at Vrije Universiteit Amsterdam invites applications for a Vici-funded 4-year PhD position in theoretical biophysics. The project aims to uncover rules governing collective cell migration using data-driven statistical mechanics and machine learning.

We seek a motivated MSc physicist with interests in active matter and inference methods. The ideal candidate will have a physics background, experience with ML tools and programming, and a passion for interdisciplinary science in

Qualifikationen

• MSc in Physics or related field with strong interest in statistical physics.
• Background in theoretical or statistical/biological physics is preferred.
• Experience with inference or machine learning tools and basic programming is a plus.

Aufgaben

• Develop data-driven theoretical frameworks to infer interaction rules from multicellular migration experiments.
• Combine non-equilibrium statistical physics and AI to understand collective cell migration.

Kenntnisse

Machine learning

Programming basics

Data analysis

Ausbildung

MSc in Physics

Tools

Python

MATLAB

Inference tools

Jobbeschreibung

Your function

Our theory group is a worldwide leader in studying the statistical physics of living systems. We currently have an opening for an Vici funded 4-year PhD position position. We seek to uncover the fundamental interaction rules that govern collective cell migration—a central biological process underlying development, immune responses, and cancer progression.

We are looking for a highly motivated PhD candidate with an interest in combining non-equilibrium statistical physics, active matter physics, and statistical inference/AI to unravel how cell–cell interactions shape collective cell migration. A central goal of the project is to develop and apply data-driven theoretical frameworks that infer interaction rules directly from multicellular migration experiments. We therefore seek a candidate who is excited by rigorous statistical mechanics and data-driven modelling, and who is eager to use these approaches to understand how complex biological functions emerge from interactions between individual cells.

Your profile

• Your profile should include:
• MSc Degree in Physics
• Preferably with a background in theoretical physics, statistical, soft or biological physics
• Experience with using inference/machine learning tools and basic programming is a plus

As a university, we strive for equal opportunities for all, recognising that diversity takes many forms. We believe that diversity in all its complexity is invaluable for the quality of our teaching, research and service. We are always looking for talent with diverse backgrounds and experiences. This also means that we are committed to creating an inclusive community so that we can use diversity as an asset.

We realise that each individual brings a unique set of skills, expertise and mindset. Therefore we are happy to invite anyone who recognises themselves in the profile to apply, even if you do not meet all the requirements.

What do we offer?

We offer guidance and help so you can develop the skills and experience to become an independent scientist. In addition, we offer an intellectually challenging position in a socially engaged organisation. At VUAmsterdam, you contribute to education, research and service for abetter world. And that is valuable. So in return for your efforts, we offeryou:

• a salary of minimum € 3.059,00 (PhD) and maximum€ 3.881,00 (PhD) gross per month, on a full-time basis. This is based on UFO profile PhD candidate. The exact salary depends on your education and experience.
• a position for at least 0.9 FTE.
• Your employment contract will initially last 1 year.Afterwards, the possibility of expansion exists.

We also offer you attractive fringe benefits and regulations. Some examples:

• A full-time 38-hour working week comes with a holiday leave entitlement of 232 hours per year. If you choose to work 40 hours, you have 96 extra holiday leave hours on an annual basis. For part-timers, this is calculated pro rata.
• 8% holiday allowance and 8.3% end-of-year bonus
• contribution to commuting expenses
• optional model for designing a personalized benefits package
• a wide range of sports facilities which staff may use at a modest charge

About us

About the department, institute, project
The Broedersz group is part if the Section for Physics of Living Systems within the Physics department at the VU Amsterdam, one of the best universities in the Netherlands, and a leading scientific institution in biophysics located in the vibrant and international city of Amsterdam. Our team is an inclusive and diverse environment, welcoming excellent students from all backgrounds. We offer a stimulating and collaborative environment in the physics of life. Phd students in our group have the opportunity to learn from the best scientists in the field, publish in high-impact journals, and present their work at international conferences.

Faculty of Science
Working at the Faculty of Science means collaborating with students, lecturers and researchers who are focused on their field, yet have a broad view of the world. We are proud of a positive and inclusive workplace culture within the faculty, where we work together with great energy and a pragmatic attitude to tackle social challenges. At the Faculty of Science, scientists and students work on fundamental and complex societal issues for a sustainable, healthy and just future.

From forest fires to big data, from obesity to malnutrition, from helium to the universe and from genetics to medicine: our education and research cover the full breadth of science, from molecules to mankind. Our academic education and research are highly experimental, technical and interdisciplinary in nature. That is why we collaborate extensively with leading scientific institutes and industry. The faculty has more than 8,000 students studying in one of the 39 programms and employs more than 1,400 staff across 10 scientific departments, making us one of the largest science faculties in the Netherlands.

Vrije Universiteit Amsterdam
Vrije Universiteit Amsterdam stands for values-driven education and research. We are open-minded experts with the ability to think freely - a broader mind. Maintaining an entrepreneurial perspective and concentrating on diversity, significance and humanity, we work on sustainable solutions with social impact. By joining forces, across the boundaries of disciplines, we work towards a better world for people and planet. Together we create a safe and respectful working and study climate, and an inspiring environment for education and research. Learn more about our codes of conduct

We are located on one physical campus, in the heart of Amsterdam's Zuidas business district, with excellent location and accessibility. Over 6,150 staff work at the VU and over 31,000 students attend academic education.

Diversity
Diversity is the driving force of VU Amsterdam. VU wants to be accessible and receptive to diversity in disciplines, cultures, ideas, nationalities, beliefs, preferences and worldviews. We believe that trust, respect, interest and differences lead to new insights and innovation, to sharpness and clarity, to excellence and a broader understanding.

We stand for an inclusive community and believe that diversity and internationalisation contribute to the quality of education, research and our services.

Therefore, we are always searching for people whose backgrounds and experience contribute to the diversity of the VU community.

Applications received by e-mail will not be considered.

Acquisition in response to this advertisement is not appreciated.