Job
- Level
- Erfahren
- Job Feld
- Data, Application
- Anstellung
- Vollzeit
- Vertragsart
- Unbefristetes Dienstverhältnis
- Ort
- Jena
- Arbeitsmodell
- Onsite
Job Zusammenfassung
In dieser Rolle entwickelst du Algorithmen zur datengetriebenen Analyse dynamischer Systeme und führst dazu Literaturrecherchen durch, implementierst Lösungen in Python und evaluierst deren Leistung systematisch.
Job Technologien
Deine Rolle im Team
- Conducting literature reviews with the aim of critically evaluating methods and software from the fields of statistics, machine learning and dynamic systems, and adapting them for use in your own work (current state analysis).
- Developing concepts for the (further) development of algorithms for data-driven analysis of dynamic systems and root cause analysis, e.g. for so-called root cause analysis.
- Putting these concepts into practice by implementing the algorithms in Python, and applying the implemented algorithms to synthetically generated test datasets and/or real-world datasets.
- Evaluating the performance of the algorithms through systematic assessment of the results of their application using appropriate metrics (e.g. sensitivity, specificity, computation time, etc.).
- Documenting the implementation, the applications and the evaluation of the algorithms' performance.
- Assessment of the work results with regard to patentability and, where appropriate, (collaborative) involvement in the patent application process.
- Preparation of the work results in the form of scientific papers for submission to specialist journals and/or scientific presentations for delivery at conferences, workshops, trade fairs, etc.
Unsere Erwartungen an dich
Ausbildung
- A completed academic degree (Master's / University Diploma) in Mathematics, Physics, Statistics, Computer Science, Data Science or another relevant field of study.
Qualifikationen
- Specialist knowledge in the areas of dynamic systems and statistical modelling.
- Very good programming skills in Python.
- Very good command of written and spoken English.
Erfahrung
- Initial experience in carrying out research tasks, preferably with a focus on dynamic systems as well as statistical and causal modelling.
- Experience in producing scientific publications.
Benefits
Work-Life-Integration
Themen mit denen du dich im Job beschäftigst
Job Standorte
Das ist dein Arbeitgeber
Deutsches Zentrum für Luft- und Raumfahrt eV.
Das DLR ist das führende Forschungszentrum für Luft- und Raumfahrt sowie die Raumfahrtagentur der Bundesrepublik Deutschland. Rund 8.700 Mitarbeiterinnen und Mitarbeiter forschen gemeinsam an einer einzigartigen Vielfalt von Themen in Luftfahrt, Raumfahrt, Energie, Verkehr, Sicherheit und Digitalisierung.
Description
- Unternehmensgröße
- 250+ Employees
- Unternehmenstyp
- Etablierte Firma
- Arbeitsmodell
- Hybrid, Onsite
- Branche
- Land-, Forstwirtschaft
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Research Assistant - Data-driven analysis of dynamic systems and root cause analysis
- Ort
- Jena
- Arbeitsmodell
- Onsite
- Diversität
- Für alle Personen geeignet (m/w/d)
