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SA
SAP
yesterday

Principal Researcher - Foundation and World Models on Structured Business Data(m/w/x)

Garching bei München
Full-timeWith Home OfficeSenior
AI/ML
Data Science

Description

Research agenda leadership for a small squad focused on causal AI and semantic context for structured business data. PhD in Computer Science with a proven machine learning research vision required. Flexible working models, focus on health and well-being.

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Requirements

  • PhD in Computer Science or relevant disciplines
  • Academic background in Foundation Models or ML
  • Strong research vision for foundation models
  • Extensive research experience with machine learning
  • Ideally, experience in Causal AI
  • Experience in industrial and academic collaboration
  • Proficiency in Python and ML frameworks
  • Ideally, experience with knowledge graphs
  • Proven history of leading projects

Education

Master's degree

Work Experience

approx. 4 - 6 years

Tasks

  • Drive technical advances in foundation and world models
  • Solve business problems using structured data
  • Combine semantic context with large-scale business data
  • Define the research agenda for a small squad
  • Provide AI problem statements and frameworks to academia
  • Monitor and compare novel research with internal work
  • Publish research breakthroughs at top-tier conferences
  • Contribute to thought leadership in structured data models
  • Collaborate with domain specialists on world model training
  • Align internal projects with community best practices
  • Collaborate with and define new academic partnerships
  • Supervise PhD students during internships and collaborations
  • Develop novel benchmarks for business problems
  • Create novel architectures and models for open-source release

Tools & Technologies

PythonPyTorchTensorFlowknowledge graph technologies

Languages

EnglishBusiness Fluent

Benefits

Learning & Development

  • Constant learning
  • Skill growth

Informal Culture

  • Culture of inclusion

Healthcare & Fitness

  • Focus on health and well-being

Flexible Working

  • Flexible working models

Ergonomic Workplace

  • Accessibility accommodations
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