Applied AI/ML Researcher
vor 3 Wochen
Unlock the Power of AI in Business
SAP is at the forefront of integrating AI technology with industry-specific data and deep process knowledge to create innovative AI capabilities for all SAP applications. Our mission is to adapt Foundation Models to SAP data, enabling our clients to solve their business processes more effectively.
The Role:
- Develop a Foundation Model on structured business data.
- Collaborate with senior AI scientists to develop and fine-tune Foundation Models for use cases on structured data.
- Design and implement scalable pipelines and models, address open challenges to process and analyze large-scale structured datasets efficiently.
- Conduct experiments and perform rigorous evaluations to measure the performance and effectiveness of the developed models.
- Optimize and fine-tune models to improve accuracy, scalability, and interpretability.
- Stay up to date with the latest advancements in the field of Deep Learning, Foundational Models, and Generative AI.
Requirements:
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, or other relevant disciplines. PhD is a plus.
- 5+ years of related professional experience incl. 3+ years hands-on experience with Machine Learning on structured/Tabular Enterprise data such as in the ERP or CRM domain.
- Experience with implementing data preprocessing pipelines for relational structured data.
- Deep understanding of Machine Learning algorithms and techniques, particularly in the context of structured data. Experience with Foundation Models, Transformers, or Deep Learning and their application in a business context.
- Proficiency in Python and experience with ML frameworks such as PyTorch, TensorFlow, or similar.
- Strong communication and collaboration skills, with the ability to work effectively in cross-cultural teams.
About SAP:
SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management.
We Win with Inclusion:
SAP's culture of inclusion, focus on health and well-being, and flexible working models help ensure that everyone – regardless of background – feels included and can run at their best. At SAP, we believe we are made stronger by the unique capabilities and qualities that each person brings to our company, and we invest in our employees to inspire confidence and help everyone realize their full potential.
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