Lead/senior Applied Research Scientist - Berlin, Deutschland - SAP

SAP
SAP
Geprüftes Unternehmen
Berlin, Deutschland

vor 2 Wochen

Lena Wagner

Geschrieben von:

Lena Wagner

beBee Recruiter
Beschreibung

We help the world run better

What you'll do

Summary:

The Role:

  • Unique opportunity to lead the area of data privacy for a newly established Foundation Model on structured business data.
  • Your primary objective is to identify and develop technical strategies to protect our confidential training data, with a particular focus on ensuring differential privacy. This includes scenarios such as unintended data extraction, leakage, or targeted attacks on trained models.
  • Design and implement innovative methodologies to ensure the highest level of data integrity and security, as well as adhering to the highest ethical and regulatory standards with the Foundation Model.
  • Define processes, methods, hypothesis, experiments and review results from the ground up with an understanding to put them together for an EndtoEnd Foundational Model.
  • Liaise with the legal department to ensure alignment between data privacy approaches and legal requirements.
  • Foster partnerships with academic institutions, promoting research collaborations and knowledge exchange in the field of data privacy.
  • Contribute to thought leadership in a revolutionary new data modality for Foundation Models and Generative AI.

What you bring

  • PhD or Master's degree in Computer Science, Artificial Intelligence, or other relevant disciplines.
  • Extensive experience and substantial publication record on the intersection of Foundation Models, Machine Learning, and data privacy research, in particular in differential privacy
  • Strong technical vision on how to ensure data privacy for Foundation Models.
  • Proficiency in Python, and experience with ML frameworks such as PyTorch, TensorFlow, or similar.
  • Exceptional teamwork abilities, strong leadership and strategic thinking skills.
  • Professional experience with Machine Learning on structured data, preferably in the ERP or CRM domain
  • Ability to collaborate with academia for research.

Meet your team
SAPBusinessAICareers


We build breakthroughs together

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.

We ultimately believe in unleashing all talent and creating a better and more equitable world.

Requisition ID:
|

Work Area:
Software-Research |
Expected Travel: 0 - 10% |

Career Status:
Professional |

Employment Type:
Regular Full Time | #LI-Hybrid
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