- Evaluate existing Generative AI methods for their impact on the Software Development Lifecycle (SDLC)
- Identify and elaborate the potential of Generative AI for increasing the efficiency and effectivity of the SDLC.
- Apply and evaluate your findings to a business project within the scope of industrial DevOps.
- Develop new Generative AI concepts for software product and process quality improvement.
- Publish and present research results at academic/industrial conferences and journals.
- Finally, drive the discussion on main research questions and present their relevance for Siemens.
- M.Sc. degree in Informatics, Computer Science, Information Technology or similar.
- Solid understanding of natural language processing (NLP) concepts and techniques.
- Furthermore, have initial hands-on experience in Machine Learning, Natural Language Processing (NLP), Large Language Models (LLMs)
- Initial experience in deep learning frameworks like TensorFlow or PyTorch.
- Deep understanding of software engineering applied in a variety of use cases and projects is a prerequisite.
- 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
Beschreibung
Art of Employment: Limited; 20 h/week
Develop 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 - You will...
Your qualifications – solid and appropriate - You have...
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