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Two ResearchersHPC Software Engineers for Deep / Machine Learning in der Städteregion Aachen
Referenznummer: acjobs-st-43293

Forschungszentrum Jülich GmbH - Vollzeitbeschäftigung
Start ab sofort - Online seit dem 30.10.2019


As a member of the Helmholtz Association, Forschungszentrum Jülich makes an effective contribution to solving major challenges facing society in the fields of information, energy,bioeconomy. It focuses on varied tasks in the area of research managementutilizes large, often unique, scientific infrastructure. Comework with around 6,100 colleagues across a range of topicsdisciplines at one of Europe's largest research centres.
The Jülich Supercomputing Centre (JSC) is a research institute that operates one of the most powerful supercomputer infrastructures for scientificengineering applications in Europe, situated within Research Center Jülich (FZJ), member of Helmholtz Association.
To advance large-scale machine / deep learning (ML/DL) research with High Performance Computing (HPC), JSC sets up a High Level Support Team (HLST). Focused on software developmentresearch support for ML/DL, HLST will become part of the recently launched Helmholtz Artificial Intelligence Cooperation Unit (HAICU). HAICU is a Helmholtz-wide platform consisting of 6 Helmholtz Research Centers across Germany, FZJ being among them. HAICU aims to reach an international leadership position in basicapplied AI research by combining advanced methodsML/DL with Helmholtz’ unique scientific questionsdata sets - bringing together scientistsall Helmholtz centers, scientific partner institutionsindustrial partnersfostering open, transdisciplinary research, with strong dedication to principles of open scienceopen source. At JSC, HLST will work on setting up HAICU close together with the research-oriented Cross-Sectional Team Deep Learning (CST-DL). The research topics will include large-scale, self-supervised, multi-task continual learning for growing general AI models on modular supercomputers, physics-informed Deep Learning, transferfew-shot learning for cross-domain applications. Special focus will be on making use of highly scalabledistributed ML/DL methods on HPC facilities hosted at JSC.
We are looking to recruit members of HLST
Two ResearchersHPC Software Engineers for Deep / Machine Learning
Defineconduct research; concept, drive, coordinateimplement open source software developmentresearch support activities for Machine Learning / Deep Learning (ML/DL)related methods with focus on large-scale HPC applications
Work close together with Cross-Sectional Team Deep Learning based at JSC to definepush forward common long-term research goalsopen software libraries, platformsdata services with high usabilityimpact across domains, ML/DLbroad scientific community
Providecoordinate support to HAICU research community for their scientific projects that involve ML/DL technologiestools, including symposia, workshops, lectures, tutorialshackathon organization
Conduct your own research, acquire new research projectsfunding, publishpresent findingsresearch outcomes of your own researchof the projects supported by HLST

excellent MasterDoctorate degree in computer science, machine learning, mathematics, physicsa related subject
research experienceprofound knowledge in ML/DL field, documented in your dissertation, peer-reviewed publications, project experience, participation in top conferences (NeurIPS, ICLR, ICML, etc.)
practical experience with ML/DL toolchainsworkflows documented in your dissertation, peer-reviewed publications,project experience
advanced experience with high level programming languages (C++, Python)best software engineering practices
experience with High Performance Computing (ideally ML/DL related, CPUGPU-based)
very good knowledge of English in writtenspoken form
ability to present your work at international conferences

work on frontiers of scientifictechnological challenges with access to cutting-edgeunique supercomputing systems
Develop your academic careerengage in the supervision of students in the highly diverse fields.
desired, option towards obtaining a PhD degree can be offered in frame of Helmholtz School for Data Science in Life, EarthEnergy (HDS-LEE) that provides an interdisciplinary environment for educating the next generation of data scientists in close contact to domain-specific knowledgeresearch. Application to HDS-LEE is possible after PhD topic is defined.
freedom to work on your own research questions for a substantial fraction of your working time
outstanding researchcomputing infrastructures in one of Europe’s largest supercomputing facilities
a comprehensive further training program
flexible working hoursvarious opportunities to reconcile workprivate life
limited for 2 years with clear possible longer-term prospects (long-term HAICU funding alreadyand confirmed)
full-time position with the option of slightly reduced working hours
salarysocial benefits in conformity with the provisions of the Collective Agreement for the Civil Service (100% TvöD, Level 13-14, depending on prior experience)
Forschungszentrum Jülich aims to employ more women in this areatherefore particularly welcomes applicationswomen.
We also welcome applicationsdisabled persons.

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