Research Assistant

Vor 6 Tagen

Munich, Bayern, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS Vollzeit
Research Opportunities in AutoML

The Fraunhofer-Institut für Integrierte Schaltungen IIS is seeking a highly motivated student researcher to collaborate on research projects in AutoML. As a member of our team, you will work on interactive and explainable AutoML, interactive data labelling, and model monitoring for object detection and time series anomaly detection.

Key Responsibilities
  • Benchmark existing AutoML frameworks and extend them by implementing methods that allow interactive user input and methods that explain and visualize the AutoML process
  • Conduct and summarize research on different topics related to AutoML and possibly interactive labelling
  • Perform classical data science tasks such as data exploration, data cleaning, data analysis, and visualization
  • Support us in practical Machine Learning industry projects and administrative tasks
Requirements
  • Currently studying computer science, mathematics, data science, or a related field
  • Experience in Python (especially ML frameworks like PyTorch, sklearn, etc.)
  • Worked with image data and/or time series data before
  • Good understanding of concepts in ML and Statistics
  • Interested in current ML research, AutoML, and explainable ML
  • Show initiative and an independent way of working
  • Excellent English skills or excellent German skills and solid English skills
What We Offer
  • Flexible working hours
  • Open and friendly team work
  • Varied tasks with room for creativity
  • Exciting seminars and events
  • Networking with scientists
  • Active contribution in applied research

We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation, and identity.

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