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Phd knowledge graph-based retrieval augmented generation for large language models (f/m/x)

München
Model
Inserat online seit: 15 September
Beschreibung

The BMW Group focuses on innovation, digitalization, and forward-looking mobility technologies worldwide, with interdisciplinary teams working with modern AI and ML methods. In the area of market forecasting, Knowledge Graphs are used to develop scenarios and support the company with a knowledge management system. The goal is to use Knowledge Graphs in conjunction with Large Language Models to facilitate work with scenarios and support experts centrally and in decentralized sales.

What awaits you?

* Research and development of solutions for integrating Knowledge Graphs into Retrieval Augmented Generation (RAG) for Large Language Models (LLMs) in the BMW Group's market prognosis division.
* Identification and evaluation of innovative methods in the field of Knowledge Graphs and their use for knowledge representation and extraction.
* Implementation, testing, and evaluation of prototypes for industrial use cases in collaboration with other departments, such as production digitization.
* Documentation and presentation of research results at scientific conferences.

What should you bring along?

* University degree in computer science, data engineering, data science, business informatics, mathematics, or comparable fields.
* In-depth knowledge of Knowledge Graphs, RAG, and LLMs.
* Experience with graph databases is an advantage.
* Ability to work independently on scientific projects, analytical thinking, and a structured approach to work.
* Very good written and spoken German and English language skills.

Are you enthusiastic about new technologies and innovative environments? Apply now!
Note: Please apply exclusively online through our career portal. Applications submitted via other channels (including email) cannot be considered. Citizens of countries outside the European Union must have a valid residence or work permit for the duration of the program.

What we offer?

* Comprehensive mentoring & onboarding.
* Personal & professional development.
* Flexible working hours.
* Digital offers & mobile working.
* Attractive, fair remuneration.
* Apartment offers for students (subject to availability & only Munich).
* And many other benefits - see bmw.jobs/benefits

Earliest starting date : from 1.12.2025

Duration : 36 months

Working hours : Full-time

Do you have any questions? Then simply send your enquiry using our contact form. Your enquiry will then be answered by telephone or e-mail.

At the BMW Group, we place great importance on equal treatment and equal opportunities. Our recruiting decisions are based on the personality, experience, and skills of the applicants.

Learn more here .

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