Tech Lead & Staff Scientist (f/m/d) for Multimodal Foundation Models: Tabular Business Data
Software-Design and Development
Tech Lead & Staff Scientist for Multimodal Foundation Models: Tabular Business Data
We help the world run better At SAP, we keep it simple: you bring your best to us, and we'll bring out the best in you. We're builders touching over 20 industries and 80% of global commerce, and we need your unique talents to help shape what's next. The work is challenging – but it matters. You'll find a place where you can be yourself, prioritize your wellbeing, and truly belong. What's in it for you? Constant learning, skill growth, great benefits, and a team that wants you to grow and succeed. We help the world run better Our company culture is focused on helping our employees enable innovation by building breakthroughs together. How? We focus every day on building the foundation for tomorrow and creating a workplace that embraces differences, values flexibility, and is aligned to our purpose-driven and future-focused work. We offer a highly collaborative, caring team environment with a strong focus on learning and development, recognition for your individual contributions, and a variety of benefit options for you to choose from. Apply now! What you`ll do: At SAP Business AI, we are exploring the next frontier of AI on structured business data such as graphs, tables and more. Foundation Models on structured data, like SAP-RPT-1.5, have ushered in the GenAI era for business-relevant scenarios. Now, we are pushing further. We want to enable companies across industries to collaboratively train foundation models that extend beyond just tabular structured data to additional modalities and to build knowledge graphs. As Tech Lead & Staff Scientist , you will play a leading role in defining, prototyping and iterating a composable, multi-modal architecture for foundation models, focusing on structured business data and collaborating closely with a Tech Lead for semi-structured data modalities. You will translate advances in structured-data modeling, tabular AI, Graph ML, and foundation models into new research directions, model architectures, and evaluation approaches. Working across multiple R&D teams, you will define the technical direction and guide its execution while making targeted hands-on contributions to critical prototypes and experiments. This is the ideal role for a highly focused, ambitious individual with both, strong scientific and coordinating capabilities to grow in a dynamic, fast-paced environment, and your chance to become a key contributor to one of the very few leading foundation models of European origin. The Role:- Take a leading role in establishing a new multimodal foundation model initiative, shaping its research agenda, technical direction and architecture with particular focus on the structured data modalities of business data such as tables, time series and graphs. and others
- Identify high-potential research opportunities where SAP can deliver differentiated business value and translate them into a focused, evolving research and technical roadmap.
- Aligning the work of AI scientists and engineers across research hypotheses, experiments, and architecture decisions.
- Establish a high technical bar through architecture reviews, evaluation standards, and rigorous experimentation.
- Make targeted hands-on contributions to validate key concepts, advance prototyping, and accelerate development.
- Collaborate cross-functionally to inform value proposition and partnering ambitions
- PhD or Master’s degree in Computer Science, Artificial Intelligence, or other relevant disciplines
- Strong expertise in machine learning for structured data, foundation models or both, with a substantial publication record, including recent top-tier conferences or equivalent applied research experience.
- Demonstrated hands-on experience in researching, prototyping, and advancing machine learning models for tables, time series, graphs, or relational data.
- Proficiency in Python, and experience with ML frameworks such as PyTorch, TensorFlow, or similar.
- Proven history of exemplary leadership and strategic mindset, complemented by superior organizational abilities
- Strong communication skills, with the ability to explain model architectures and their value to technical and business audiences.
- Optional: Experience with multimodal foundation models, Graph ML, knowledge graphs, world models, distributed or federated learning, and enterprise data such as ERP or CRM.
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