- You evaluate existing Generative AI methods for their impact on the Software Development Lifecycle (SDLC)
- You identify and elaborate the potential of Generative AI for increasing the efficiency and effectivity of the SDLC.
- You apply and evaluate your findings to a business project within the scope of industrial DevOps.
- You develop new Generative AI concepts for software product and process quality improvement.
- You publish and present research results at academic/industrial conferences and journals.
- Finally, you drive the discussion on main research questions and present their relevance for Siemens.
- You have a M.Sc. degree in Informatics, Computer Science, Information Technology or similar.
- You convince with solid understanding of natural language processing (NLP) concepts and techniques.
- Furthermore, you have initial hands-on experience in Machine Learning, Natural Language Processing (NLP), Large Language Models (LLMs)
- You have initial experience in deep learning frameworks like TensorFlow or PyTorch.
- Your deep understanding of software engineering applied in a variety of use cases and projects is a prerequisite.
- You gained strong programming skills in languages such as Python, Java, C#.
- In addition, you have very good written and oral English skills are required (C1). German skills would be an advantage (3 B2)
- We offer options for academic supervision within our established network of university partnerships
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PhD Thesis – Leveraging Generative AI along the Software Development Lifecycle - Garching, Deutschland - Siemens AG
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Beschreibung
Art of Employment: Limited; Part-Time; 20 h/week
Develope what will be important tomorrow.
With our innovative ideas, we can decisively advance the company's digitalization strategy. If you see software engineering and data analytics as your calling and are passionate about digital, innovative business models, then come on board and change the world behind the scenes. Break new ground and steer Mergers & Acquisitions projects in the right directions through digitalization. We offer you the necessary resources and a wide range of possible applications. Take your chance now to become part of a global, overarching network of intellectual property professionals consisting of lawyers, patent attorneys and computer scientists.
If you really want to make a difference – make it with us.
With its +2,000 employees, Siemens Technology (T) works hand in hand with the company's business units to ensure Siemens' future. T conducts research with internal and external partners, including leading universities and promising start-ups. Join us in enhancing efficiency, sustainability, and performance in software engineering in collaboration with European research programs and Siemens Business Units.
Your new role – challenging and future-oriented.
Your qualifications – solid and appropriate.
Additional Information
We've got quite a lot to offer. How about you?
if you wish to find out more about Siemens before applying.
As an equal-opportunity employer we are happy to consider .