Postdoc - Molecular Machine Learning with Foundation Models

euraxess.ec.europa.eu - Jobboard; Deutschland; Vor Ort; EUR 60.000 - 80.000; Vollzeit

Zusammenfassung

The Forschungszentrum Jülich offers an exciting opportunity for postdoctoral researchers in bioinformatics, focusing on protein dynamics and machine learning applications. Candidates will engage in interdisciplinary research at a leading scientific center with access to advanced supercomputing systems, contributing to cutting-edge projects in molecular modeling.

Leistungen

Access to cutting-edge supercomputing systems

30 days of annual leave

Flexible working hours

International advisory services for employees

Qualifikationen

• A Master's degree and an excellent PhD degree is required.
• Proven track record in machine learning and molecular simulations is necessary.
• Very good command of written and spoken English.

Aufgaben

• Develop cutting-edge foundation models for protein design and property prediction.
• Data generation, curation including molecular simulations.
• Present research results at scientific meetings and conferences.

Kenntnisse

Machine Learning

Molecular Simulations

Chemoinformatics

Statistical Physics

Genome Annotation

Ausbildung

PhD in Biochemistry, Chemistry, or related Molecular Science

Master's Degree

Tools

High Performance Computing Systems

Parallel/Distributed Programming

Jobbeschreibung

Organisation/Company Forschungszentrum Jülich Research Field All Researcher Profile Recognised Researcher (R2) Established Researcher (R3) Country Germany Application Deadline 19 Jan 2038 - 03:14 (UTC) Type of Contract To be defined Job Status Other Is the job funded through the EU Research Framework Programme? Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No

Offer Description

IBG-4 - Bioinformatik

Area of research:

Scientific / postdoctoral posts

Your Job:

We are seeking highly motivated postdoctoral researchers to join these projects.
If you are passionate about protein dynamics and design, protein function prediction, small molecule property prediction, modern artificial intelligence methods, molecular dynamics, and interdisciplinary research, this is your chance to be part of an exciting journey at the forefront of science and technology.

• Development of cutting edge foundation models for protein design, small molecule property prediction, or protein function prediction
  
• Data generation and curation, including molecular simulation and genomic approaches
  
• Application of the modeling approaches in relevant downstream tasks
  
• Co-development of high-performance computing AI training codes for the first European Exascale Supercomputer JUPITER
  
• Engagement in national and international ML/DL communities and the Helmholtz Foundation Model initiative
  
• Present research results at scientific meetings, conferences, and as scientific publications
  

Your Profile:

• A Master`s degree and an excellent PhD degree in Biochemistry, Chemistry, or a related Molecular Science
  
• Proven Track Record in Machine Learning, Molecular Simulations, Chemoinformatics, Statistical Physics, Genome Annotation, and/or related fields
  
• Practical experience with High Performance Computing Systems as well as parallel/distributed programming
  
• Very good command of written and spoken English
  
• Your experience should be documented in research papers and Open Source code projects
  
• Self-motivated personality, curiosity about working in a multi-disciplinary team environment on scientifically challenging problems
  

Our Offer:

We work on the very latest issues that impact our society and are offering you the chance to actively help in shaping the change! We support you in your work with:

• Work on frontiers of scientific and technological challenges with access to cutting-edge and unique supercomputing systems
  
• Scientific work embedded in a vibrant community of experts in Molecular Modeling and Simulations, Machine Learning, and lab research
  
• An exciting working environment on an attractive research campus, located between the cities of Cologne, Düsseldorf, and Aachen
  
• Full-time position with the option of slightly reduced working hours and 30 days of annual leave
  
• Flexible working hours and various opportunities to reconcile work and private life
  
• Targeted services for international employees, e.g., through our International Advisory Service
  

In addition to exciting tasks and a collaborative working atmosphere at Jülich, we have a lot more to offer:
go.fzj.de/benefits

We offer you an exciting and varied role in an international and interdisciplinary working environment. The position is for a fixed term of 2 years, with possible long-term prospects. Salary and social benefits will conform to the provisions of the Collective Agreement for the Public Service (TVöD-Bund), pay group EG 13, depending on the applicant’s qualifications and the precise nature of the tasks assigned to them. All information about the Collective Agreement for the Public Service (TVöD-Bund) can be found on the BMI website: go.fzj.de/bmi.tvoed . The monthly salaries in euros can be found on page 66 of the PDF download.

We welcome applications from people with diverse backgrounds, e.g. in terms of age, gender, disability, sexual orientation / identity, and social, ethnic and religious origin. A diverse and inclusive working environment with equal opportunities in which everyone can realize their potential is important to us.

This research center is part of the Helmholtz Association of German Research Centers. With more than 42,000 employees and an annual budget of over € 5 billion, the Helmholtz Association is Germany's largest scientific organisation.