
Master Thesis Development of Retrieval-Augmented Generation, Pipeline Components - remote possible
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Lohr am Main
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Master Thesis Development of Retrieval-Augmented Generation, Pipeline Components - remote possible
Lohr am Main
Aktualität: 26.06.2025
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26.06.2025, Bosch-Gruppe
Lohr am Main
Master Thesis Development of Retrieval-Augmented Generation, Pipeline Components - remote possible
Aufgaben:
There are three subject areas to choose from, one of which you can select as the topic for your thesis.
During your Master thesis, you will develop and train an ML model to parse industry-specific documents as an entry point for a Retrieval-Augmented Generation (RAG) pipeline.
Your job includes the development of custom parsing and chunking tools for industry-specific documents, as well as their ingestion into a vector database.
Last but not least, you will train and/or fine-tune a custom LLM model for use-case-specific applications within the scope of smart hydraulic services.
Qualifikationen:
Education: Master studies in the field of Computer Science, Information Technology or a comparable degree program in Computer Science
Experience and Knowledge: basic in Linux; hands-on experience with Python scripting; basic knowledge (can be coursework, personal projects or practical exposure) in at least one of the following: Machine Learning, Natural Language Processing (NLP), Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) concepts, information retrieval, vector databases or Optical Character Recognition (OCR); familiarity with CLI tools is preferred
Personality and Working Practice: you are an independent and autonomous individual with a strong ability to learn and a willingness to familiarize yourself with new subject areas
Work Routine: The team mainly works remotely, with mobile working within Germany as the standard mode. Monthly visits to the common team on-site days are required.
Enthusiasm: for bleeding-edge technology and a willingness to experiment with procedures and tools that have rarely been tried before
Languages: good in German
You want to work flexibly from your home in Germany or prefer working at the Bosch location in Lohr am Main? For positions with the addition «remote possible», you can agree on the appropriate collaboration for your task together with your manager and your team within the framework of Smart Work.
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