Germany Job Openings

Fraunhofer-Institut für Integrierte Schaltungen IIS

Student Assistant (m/f/d) - working on research projects in AutoML

Munich

FULL TIME & PART TIME

October 7, 2024

The Fraunhofer-Gesellschaft (www.fraunhofer.com) currently operates 76 institutes and research institutions throughout Germany and is the world’s leading applied research organization. Around 32 000 employees work with an annual research budget of 3.4 billion euros.
The »DEAL« group of the Fraunhofer IIS has a strong focus on Machine Learning (ML) and its applications. We specifically focus on reducing the high manual configuration effort associated with ML development (Automated Learning) and the high cost of annotating sufficient data for ML development (Data Efficiency).

You are interested in combining research and practices and would like to develop further in the field of Machine Learning?
Then have a look at our offer!
What you will do
  • You will mainly collaborate with us on research projects in Auto ML - usually with the goal of a publication. The first project focuses on interactive and explainable Auto ML, interactive data labelling and model monitoring for object detection and time series anomaly detection
  • You benchmark existing Auto ML frameworks and work with us on extending them by implementing methods that allow interactive user input and methods that explain and visualize the Auto ML process
  • You conduct and summarize research on different topics related to Auto ML and possibly interactive labelling
  • You perform classical data science tasks such as data exploration, data cleaning, data analysis and visualization
  • You support us in practical Machine Learning industry projects and administrative tasks
What you bring to the table
  • You are currently studying computer science, mathematics, data science or a related field
  • You have experience in Python (especially ML frameworks like Py Torch, sklearn, etc.)
  • You have worked with image data and/or time series data before
  • You have a good understanding of concepts in ML and Statistics
  • You are interested in current ML research, Auto ML and explainable ML
  • You show initiative and an independent way of working
  • You have excellent English skills or excellent German skills and solid English skills
  • Optional: You have worked with R before
What you can expect
  • 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
  • Interesting an innovative projects
Weekly working hours are determined by agreement. You can start from now on (as a student assistant up to 20 hours a week). You can reduce your hours before exams and increase them during semester breaks. You can flexibly determine the working days. After your studies, you have the option of working with us full or part time.
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.
Interested? Apply online now (PDF: cover letter, CV, transcripts). We look forward to getting to know you!
Anne Klier
Fraunhofer-Institute for Integrated Circuits IIS
www.iis.fraunhofer.de/en
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