City:  Kaiserslautern
Date:  Dec 27, 2022

Research Associate HPC Machine Learning

The Fraunhofer-Gesellschaft (www.fraunhofer.com) currently operates 76 institutes and research institutions throughout Germany and is the world’s leading applied research organization. Around 30 000 employees work with an annual research budget of 2.9 billion euros. 

The Fraunhofer ITWM is one of currently 76 institutes of the Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. (Fraunhofer Society for the Advancement of Applied Research) and can thus draw on the competencies of a strong network. We, the Fraunhofer Institute for Industrial Mathematics ITWM, see it as our task to further develop key technologies, to provide innovative impulses, and to implement them in practice together with industrial partners. In doing so, we do not only want to build the bridge between the real and the virtual world ourselves, but also to be the link between university mathematics and its practical implementation. Therefore, the close connection to the Department of Mathematics at the Technical University of Kaiserslautern plays a special role.

 

What you will do

 

You will enrich our interdisciplinary team with your HPC expertise in the development of distributed machine learning algorithms within publicly funded research projects and in the practical implementation of Machine Learning solutions for our industrial customers.

 

The Machine Learning group at CC-HPC very successfully occupies the interface between High Performance Computing (HPC) and Machine Learning (ML). We develop scalable ML solutions in close collaboration with hardware manufacturers, large-scale data centers and industrial users.

 

In national and international research collaborations, we conduct research on all levels of distributed ML systems: from new numerical optimization methods and communication protocols, to novel hardware accelerators, to the application of ML algorithms to solve problems on very large data volumes. 

 

What you bring to the table

 

  • A successfully completed scientific university degree in computer science or natural and engineering sciences 
  • Very good knowledge of Linux as well as practical experience with the use (e.g. scientific computing) and administration of high-performance computers (HPC systems)
  • Experience in at least one of the following areas: Job scheduler (preferably SLURM), containerization of software stacks, distributed file systems
  • Good knowledge of at least one classical programming language, e.g. C/C++, Python
  • Good knowledge of English, both written and spoken
     

Knowledge of machine learning is not required.
 

 

What you can expect

 

Exciting tasks await you in a dedicated, international team of scientists who are completely committed to applied research.

 

Furthermore:

  • Access to modern HPC systems and hardware
  • Exciting questions from industrial projects
  • Inter-institute contacts within and outside the Fraunhofer Gesellschaft
  • Space for your own ideas

 

Fraunhofer ITWM offers an attractive working environment between research and industrial application. Regular further training and top equipment are a matter of course as well as a corporate culture characterized by collegiality.

 

Fraunhofer ITWM shows an extraordinary commitment to a family-friendly working environment for its employees*: Flexible working hours and parental leave, a day-care center, the possibility of a home office, organization of health days and sports activities as well as a parent-child-office make Fraunhofer ITWM in Kaiserslautern an attractive employer.

 

The weekly working time is 39 hours. The position can also be filled on a part-time basis and is initially limited to 2 years. Employment, remuneration and social benefits are based on the collective agreement for the public sector (TVöD). In addition, Fraunhofer may grant performance- and success-based variable compensation components.

 

We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity. Severely disabled persons are given preference in the event of equal suitability. 

 

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

 

Interested? Apply online now. We look forward to getting to know you!

 

Questions about this position will be answered by:
Prof. Dr.-Ing. Janis Keuper, keuper(a)itwm.fraunhofer.de

 

Information about the Competence Center for HPC can be found on the Internet at:

http://www.itwm.fraunhofer.de/hpc

Fraunhofer Institute for Industrial Mathematics ITWM 

www.itwm.fraunhofer.de 

 

Requisition Number: 61447                Application Deadline:

 


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