Research Scientist in Machine Learning Interpretability

vor 2 Monaten

Munich, Bayern, Deutschland Statistical Learning and Data Science - Ludwig Maximilian University of Munich - Munich Center for Machine Learning Vollzeit
Research Opportunities

We are seeking a highly motivated and talented PhD researcher to join our team at the Statistical Learning and Data Science department at the Ludwig Maximilian University of Munich, in collaboration with the Munich Center for Machine Learning.

The successful candidate will have the opportunity to conduct research at the intersection of machine learning and statistics, focusing on the advancement of interpretation methods for machine learning models trained on tabular data.

Key Responsibilities
  • Conduct research on regional explanations and other innovative methods to enhance the explainability of machine learning models.
  • Collaborate with fellow researchers to develop and publish scientific results in top-tier journals and conferences.
  • Contribute to the development of open-source software projects and assist in teaching tasks and course material development for machine learning-related classes.
Requirements
  • M.Sc. in statistics, mathematics, data science, computer science, or related discipline.
  • Strong theoretical knowledge in both machine learning and statistics.
  • Proficient programming skills in R and/or Python.
  • Knowledge or experience in interpretable machine learning is advantageous but not required.
  • Excellent communication and teamwork skills.
What We Offer
  • Fully funded 3-year position with potential for extension.
  • Opportunities for international networking and exchange.
  • Comprehensive support and close collaboration with experienced researchers.

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