Job Summary Table of  Federated Learning Postdoc at University of Luxembourg

Job Description Summary

The University of Luxembourg is seeking a Postdoctoral fellow to join the Bioinformatics Core at the Luxembourg Centre for Systems Biomedicine (LCSB). The successful candidate will develop and implement federated analytical workflows for health research, focusing on AI/ML algorithms and privacy-preserving techniques.

Responsibilities

• Develop scalable and efficient federated learning workflows for health research
• Apply advanced AI/ML algorithms to analyze diverse health data in a federated context
• Generate synthetic data using techniques like Generative Adversarial Networks (GANs)
• Support the development of the CLINNOVA platform for federated data management and analysis
• Actively participate in project activities and collaborate with a multidisciplinary team
• Disseminate research findings through project meetings, conferences, and publications

Benefits and Perks

• 🔬 State-of-the-art infrastructure and laboratory facilities
• 🌍 International and multicultural work environment
• 🤝 Collaboration opportunities with hospitals, research institutes, and industrial partners
• 🎓 Access to the Scienteens Lab for science outreach activities
• 🎉 Regular team-building events and networking activities

Company Overview

The University of Luxembourg, founded in 2003, is an international research university known for its multilingual and interdisciplinary character. With over 6,700 students and 2,000 employees from around the world, it focuses on research in Computer Science, Materials Science, European and International Law, Finance, Education, and Contemporary and Digital History.

Company Culture

At the LCSB, we embrace diversity and interdisciplinary collaboration. Our team comprises talented scientists from various disciplines, including computer scientists, mathematicians, biologists, chemists, engineers, physicists, and clinicians from more than 50 countries. We foster a culture of innovation, responsible research, and strong connections between science and society.

Career Growth Opportunities

As part of the CLINNOVA project, you’ll have the chance to work on cutting-edge research in federated learning and precision medicine. You’ll collaborate with leading clinicians and scientists across Europe, enhancing your skills and expanding your professional network. The University of Luxembourg offers a dynamic environment for career advancement in academia and research.

Diversity, Equity, Inclusion, and Belonging

The University of Luxembourg is committed to fostering an inclusive and diverse work environment. We value different perspectives and backgrounds, believing that diversity drives innovation and excellence in research.

Equal Opportunity Statement

The University of Luxembourg is an equal opportunity employer. We are fully committed to removing any discriminatory barriers related to gender or any other characteristic in recruitment and career progression of our staff.

Remote Work Policy

This position is based on-site at the Belval campus in Luxembourg. While the university supports flexible working arrangements, the nature of this research role requires regular presence in the laboratory and collaboration with on-site team members.

Application Process

1. Submit your application online through the University of Luxembourg recruitment portal
2. Prepare the following documents:
   • Detailed curriculum vitae (CV) including a list of publications and projects
   • Cover letter describing your experience and future interests
   • Contact information and recommendation letters from at least three referees
3. Applications will be processed upon reception, so early application is highly encouraged

Application Deadline

Info not available

How to Apply

To apply for this position, please visit the University of Luxembourg recruitment portal and submit your application online. For further information, you may contact Dr. Venkata SATAGOPAM at venkata.satagopam@uni.lu, using the job reference number in the subject line of your email.

Social Media Links

• University of Luxembourg LinkedIn
• University of Luxembourg Twitter
• University of Luxembourg Facebook

FAQs or Additional Information

Q: What is the CLINNOVA project?

A: CLINNOVA is an international initiative involving leading clinicians and scientists from university hospitals, private clinics, and health research institutes across Luxembourg, France, Germany, and Switzerland. The project aims to revolutionize healthcare by leveraging data federation, standardization, and interoperability to advance precision medicine for treatment decisions.

Q: What is the duration of the contract?

A: The initial contract is for 36 months, with the possibility of extension.

Q: Are there language requirements for this position?

A: While not explicitly stated, proficiency in English is essential for effective communication and collaboration in this international research environment. Knowledge of other languages may be beneficial but is not a requirement.

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