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Software Engineer – High-Performance Computing / Large-Scale Neural Language Processing / Machine Learning in der Städteregion Aachen
Referenznummer: acjobs-st-140427

Forschungszentrum Jülich GmbH - Vollzeitbeschäftigung
Start ab sofort - Online seit dem 18.05.2022


Job-Zusammenfassung

Conducting research for a changing society: This is what drives us at Forschungs­zentrum Jülich. As a member of the Helmholtz Association, we aim to tackle the grand societal challenges of our timeconduct researchthe possibilities of a digitized society, a climate-friendly energy system,a resource-efficient economy. Work together with around 7,100 employees in one of Europe’s biggest research centreshelp us to shape change! Work with Europe’s largest supercomputer. Develop the largest machine learning (ML) models. Find new applications of ML that pushes science forward. At the Jülich Supercomputing Centre (JSC), we operate one of the most powerful supercomputer infrastructures for scientificengineering applications in Europe. In the project OpenGPT-X, we will develop a large-scale language model for European languages as a foundation for our partners applications. This project is part of the GAIA-X project, a European initiative aiming at an open, transparent data infrastructure. The modelstraining code will be published,we will contribute to make the Neural Language Processing Market more independentopen source. In the Algorithm ToolsMethods Lab (ATML) “Applied Machine Learning” at JSC, we develop new ML applications for science with special focus on HPC systems. We identify exciting data sets, develop interesting research questions, train powerful models,try to push further what is possible with AI. We are looking to recruit a Software Engineer – High-Performance Computing / Large-Scale Neural Language Processing / Machine LearningAs part of the ATML “Applied Machine Learning”, you will develop scalable high-performance computing techniques that allow training large ML models on the largest supercomputer in Europe. Your most important tasks will be the scalable training of the model in the OpenGPT-X project. Furthermore, you will apply your ML knowledge to research problemsvarious domains, such as earthenvironment, remote sensing, cosmology,molecular modeling. In more details, your work comprises:

Developing a scalable, efficient training algorithm for a large-scale language model in close collaboration with our project partners
Identifyingimplementing new application of ML in sciencetechnology
Supporting the work of the lab: discussing opportunities of ML applications in science, implementing prototypes,supporting HPC users; engaging in discussion with researchersvarious fields
Engaging in nationalinternational ML / deep learning (DL) communities, most importantly helmholtz.ai, the Helmholtz Artificial Intelligence Cooperation Unit
Presenting research results at scientific meetings, conferences,as scientific papers

Excellent master’s degreePhD (preferred) in computer science, mathematics, physics,a similar field
Proven track record in AIapplied ML, preferably with special emphasis on NLP models
Practical experience with high-performance computing systems as well as parallel / distributed programming
Very good command of writtenspoken English(preferably) fluency in a second European language
Practical experience with ML / DL workflowscommon software libraries

Your experience should be documented in research papersopen-source code projects
Self-motivated personality, curiosity of working in a multi-disciplinary teaman environment of scientifically challenging problems
We work on the very latest issues that impact our societyare offering you the chance to actively help in shaping the change! We support you in your work with:

Work on frontiers of scientifictechnological challenges with access to cutting-edgeunique supercomputing systems including quantum computersML supercomputers
Engage in NLP, one of the most excitingfast-paced disciplines of ML,train the largestmost advanced models
Comprehensive training coursesindividual opportunities for personalprofessional further development
Extensive company health management
Ideal conditions for balancing workprivate life, as well as a family-friendly corporate policy
Flexible working hours in a full-time position with the option of slightly reduced working hours
30 days of annual leaveprovision for days offpublic holidaysweekends (e.g.ChristmasNew Year)
Targeted services for international employees, e.g. through our International Advisory Service
We offer you an excitingvaried role in an internationalinterdisciplinary working environment. The position is initially for a fixed term of two years with possible long-term prospects. Salarysocial benefits are in conformity with the provisions of the Collective Agreement for the Public Service (TVöD).

Bitte geben Sie bei Ihrer Bewerbung die Referenznummer acjobs-st-140427an.


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