Postdoctoral Researcher

vor 1 Monat

Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit
Job Title:

Postdoctoral Researcher (f/m/x) - Hierarchical Monitoring for Induced Seismicity

Job Description:

We are seeking a highly motivated Postdoctoral Researcher to join our team at the Helmholtz Centre Potsdam. The successful candidate will work on the development of hierarchical monitoring strategies for induced seismicity, focusing on the integration of machine learning methods and physical knowledge.

Responsibilities:

  • Develop new strategies for global sensitivity analysis using physics-based machine learning methods
  • Integrate hierarchical surrogate models into traffic light systems for monitoring induced seismicity
  • Further develop the code basis
  • Presentation of results on conferences and publication in peer-reviewed journals

Requirements:

  • PhD degree in mathematics, computer science, or geophysics or related subjects
  • Experience in the field of induced seismicity, mathematics, or computer science
  • Programming skills in Python/C++ and experience in machine learning
  • Good English language skills

What We Offer:

  • Ambitious and varied tasks in a dynamic and international research environment
  • State-of-the-art equipment
  • Public service benefits
  • Extensive training opportunities
  • Professional career advice offered by our in-house Career-Centre
  • Flexible working hours and conditions
  • Support with finding a good work-life balance offered by
  • Institute day-care centre on site
  • Working at the Albert Einstein science park on the Telegrafenberg in Potsdam
  • Work place within walking distance of Potsdam main train station, or just a short ride on the shuttle bus

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