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Doktorand Knowledge Graph basierte Retrieval Augmented Generation für große Sprachmodelle (w/m/x) Job Opening In Munich – Now Hiring BMW Group

Doktorand Knowledge Graph basierte Retrieval Augmented Generation für große Sprachmodelle (w/m/x)

    Germany Jobs Expertini Expertini Germany Jobs Munich Postsecondary Teachers Doktorand Knowledge Graph Basierte Retrieval Augmented Generation Für Große Sprachmodelle (W/m/x)

Job description

FORME AUS DEINER LEIDENSCHAFT EINE KARRIERE.


PROMOTION BEI DER BMW GROUP.

Die Dissertation ist ein bedeutsamer Schritt auf dem Weg zu einer wissenschaftlichen Karriere – die du zusammen mit uns gestalten kannst.

An der Seite von erfahrenen Mentor:innen hast du die Möglichkeit, deine Leidenschaft und deine wissenschaftliche Kompetenz auf ganz reale Herausforderungen anzuwenden und die Zukunft der Mobilität mitzugestalten.

Die BMW Group setzt weltweit auf Innovationskraft, Digitalisierung und zukunftsweisende Mobilitätstechnologien, wobei interdisziplinäre Teams mit modernen KI- und ML-Methoden arbeiten.

Im Bereich Marktprognose werden Knowledge Graphs genutzt, um Szenarien zu entwickeln und das Unternehmen mit einem Wissensmanagementsystem zu unterstützen.

Ziel ist der Einsatz von Knowledge Graphs in Verbindung mit Large Language Models, um die Arbeit mit Szenarien zu erleichtern und Expertinnen und Experten zentral sowie dezentral im Vertrieb zu unterstützen.


Was erwartet dich?

  • Forschung und Entwicklung von Lösungen zur Integration von Knowledge Graphs in Retrieval Augmented Generation (RAG) für Large Language Models (LLMs) im Bereich Marktprognose der BMW Group.

  • Identifikation und Bewertung innovativer Methoden im Bereich Knowledge Graphs und deren Nutzung zur Wissensrepräsentation und -extraktion.

  • Implementierung, Test und Evaluation von Prototypen für industrielle Anwendungsfälle in Zusammenarbeit mit anderen Fachbereichen, wie der Produktionsdigitalisierung.

  • Dokumentation und Präsentation von Forschungsergebnissen auf wissenschaftlichen Konferenzen und in Fachartikeln.
  • Was bringst du mit?

  • Erfolgreich abgeschlossenes Masterstudium in Informatik, Data Engineering, Data Science, Wirtschaftsinformatik, Mathematik oder vergleichbaren Fachrichtungen.

  • Fundierte Kenntnisse in den Bereichen Knowledge Graphs, RAG und Large Language Models.

  • Erfahrung mit Graph Datenbanken sind von Vorteil.

  • Fähigkeit zur eigenständigen wissenschaftlichen Arbeit, analytisches Denken und strukturierte Arbeitsweise.

  • Sehr gute Deutsch- und Englischkenntnisse in Wort und Schrift.
  • Required Skill Profession

    Postsecondary Teachers


    • Job Details

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