Master's thesis "Evaluation of specialized LLMs for value creation/project processes in railway[...]

Aufgaben:

As part of your master's thesis, you will work on the following topics:You will conduct in-depth research on specialized large language models (LLMs) in project environments related to railway signaling technology.The specialized LLMs include preliminary training as well as targeted fine-tuning to project-specific documentation, relevant standards, and specialized expertise.Furthermore, you will evaluate domain-specific LLMs from an end customer perspective in terms of delivery speed, operational efficiency, and project performance using quantitative and qualitative evaluation approaches.You will assess how the identified added value for customers can be converted into measurable value streams for Siemens Mobility and derive recommendations for the integration of LLM-based solutions into project execution

Qualifikation:

You are studying engineering, industrial engineering, economics, IT, or a related field.You are proficient in using common MS Office applications.You have knowledge of how AI applications work.You are familiar with the use of common AI programs (e.g., ChatGPT), including the use of large language models (LLMs).Very good written and spoken English skills round off your profile.

Wir bieten:

At Siemens Mobility, we're committed to fighting injustice and inequality. At our company, you will find an environment where you can be yourself and belong.

Über Uns:

Siemens Mobility is a separately managed company of Siemens AG and has been a leading supplier in the field of mobility for over 160 years. Our core business includes rail vehicles, rail automation and electrification solutions, turnkey systems and related services. We have always been very innovative in making traveling faster, safer and more comfortable. Today, we need new solutions to new challenges such as climate change and rising populations worldwide. That's what drives us. That's why we shape mobility with passion, always being one step ahead. Through digitalization, we make infrastructures smart and create opportunities that get us from A to B sustainably and seamlessly. Our over 40,000 employees are pioneers in mobility who help to keep the world moving.