Master Thesis - Neuro-symbolic AI application for handling maps within autonomous driving (f/m/x)

Location

Ulm | Germany

Job description

We at BMW Car IT GmbH are responsible for software across domains. By delivering software all the way from the idea to the final product we lead BMW into the future of digitalization.

Get the opportunity to positively impact the future of BMW’s localization solutions.

What awaits you?

You will join an international team of software professionals.

Neuro-symbolic AI can be considered as a pathway to achieve artificial general intelligence by integrating knowledge representation (KR) and machine learning (ML) and leading to improvements in scalability, efficiency, and explainability. In this project, we plan to explore the use of neuro-symbolic AI to implement a natural language processing (NLP) component, which is able to comprehend and answer queries related to maps (as used for autonomous driving) formulated in natural language

What should you bring along?

• Good machine learning knowledge
• Proficiency with Python (or C++) and deep learning frameworks (PyTorch or TensorFlow)
• Knowledge of knowledge graph, ontology and symbolic reasoning
• Knowledge of graph neural networks (e.g. GCN, MPNN) and/or graph embedding
• Good English

Do you enjoy working in an international team? Apply now!

Startdatum: ab 01.04.2024

Dauer: 6 Monate

Arbeitszeit: Vollzeit

Contact:
BMW Group HR Team
+49 89 382-17001

Job tags

Salary