Data Scientist for Seismicity Prediction

Vor 7 Tagen


Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit
Job Description

Project Overview

The Helmholtz Centre Potsdam is seeking a highly motivated PhD researcher to work on a project focused on the predictive assessment of induced seismicity through hierarchical physics-based machine learning methods. The project aims to develop and optimize hybrid artificial intelligence systems for sparse data applications, incorporating physical knowledge to produce explainable models.

Key Responsibilities

  • Develop an optimal experimental design strategy for monitoring system placement using machine learning surrogates
  • Determine the influence of different data sources on seismicity prediction
  • Further develop the code basis for the project
  • Present results on conferences and publish in peer-reviewed journals

Requirements

  • Master's degree or equivalent in mathematics, computer science, or geophysics, or related fields
  • Interest in research and applications in induced seismicity
  • Programming skills in Python 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 and facilities
  • Public service benefits and comprehensive training opportunities
  • Professional career advice and support
  • Flexible working hours and conditions

About the Position

The PhD position is part-time (75%) and will be filled for a fixed term of 36 months. The salary is according to the TVöD Bund (Tarifgebiet Ost) collective wage agreement. The working hours are 29.25 hours per week, and the place of work is Potsdam.



  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly motivated PhD researcher to work on a project focused on the predictive assessment of induced seismicity through hierarchical physics-based machine learning methods. The project aims to develop and optimize hybrid artificial intelligence systems for sparse data applications,...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly motivated PhD researcher to work on a project focused on the predictive assessment of induced seismicity through hierarchical physics-based machine learning methods. The project aims to develop and optimize hybrid artificial intelligence systems for sparse data applications,...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly motivated Postdoctoral Researcher to join our team in the field of induced seismicity research. The successful candidate will work on the development and optimization of hybrid artificial intelligence systems for monitoring induced seismicity.Key ResponsibilitiesDevelop new...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly motivated Postdoctoral Researcher to join our team in the field of induced seismicity research. The successful candidate will work on the development and optimization of hybrid artificial intelligence systems for monitoring induced seismicity.Key ResponsibilitiesDevelop new...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly skilled Postdoctoral Researcher to join our team in the field of induced seismicity. As a key member of our research group, you will contribute to the development and optimization of hybrid artificial intelligence systems for monitoring induced seismicity.Key...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly skilled Postdoctoral Researcher to join our team in the field of induced seismicity. As a key member of our research group, you will contribute to the development and optimization of hybrid artificial intelligence systems for monitoring induced seismicity.Key...

  • Data Scientist Intern

    vor 10 Stunden


    Potsdam, Brandenburg, Deutschland SAP Vollzeit

    About the RoleWe are seeking a highly motivated and talented Data Scientist Intern to join our team at SAP. As a Data Scientist Intern, you will have the opportunity to work on cutting-edge AI and machine learning projects, collaborating with our team of experts to develop innovative solutions for our customers.Key ResponsibilitiesApply the latest AI and...

  • Data Scientist Intern

    vor 10 Stunden


    Potsdam, Brandenburg, Deutschland SAP Vollzeit

    About the RoleWe are seeking a highly motivated and talented Data Scientist Intern to join our team at SAP. As a Data Scientist Intern, you will have the opportunity to work on cutting-edge AI and machine learning projects, collaborating with our team of experts to develop innovative solutions for our customers.Key ResponsibilitiesApply the latest AI and...

  • Data Scientist

    vor 2 Wochen


    Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionWe are seeking a highly skilled Data Scientist to join our team at the Helmholtz Centre Potsdam. The successful candidate will be responsible for developing and implementing machine learning algorithms to analyze high-resolution mass spectrometry (HRMS) data in the field of organic geochemistry.Key ResponsibilitiesDesign and implement machine...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Position Overview We are seeking a dedicated Data Scientist to join our team at the Helmholtz Centre Potsdam. This role focuses on the analysis and application of extensive FT-ICR-MS datasets to enhance our understanding of organic molecules throughout Earth's history. The research conducted in Section 3.2 aims to unravel complex organic inventories found...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Reference Number 9746 The FERN.Lab working group is dedicated to advancing application-driven remote sensing techniques and solutions to tackle urgent environmental challenges. We serve as a bridge between academic research and our partners in various sectors. Our Geodesy Department excels in processing diverse optical, thermal, and radar datasets, deriving...


  • Potsdam, Brandenburg, Deutschland Leibniz-Institut für Agrartechnik und Bioökonomie e.V. Vollzeit

    The Leibniz Institute for Agricultural Engineering and Bioeconomy is a pioneer and a driver of bioeconomy research. We create the scientific foundation to transform agricultural, food, industrial, and energy systems into a comprehensive bio-based circular economy. We develop and integrate techniques, processes, and management strategies, effectively...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly motivated Postdoctoral Researcher to join our team in the field of induced seismicity research. 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...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly motivated Postdoctoral Researcher to join our team in the field of induced seismicity research. 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...

  • Senior PHP Developer

    Vor 7 Tagen


    Potsdam, Brandenburg, Deutschland Harvest AI GmbH Vollzeit

    About the RoleWe are seeking a highly skilled Backend Developer to join our team at Harvest AI GmbH in Potsdam. As a Backend Developer, you will play a crucial role in designing and developing high-volume data applications that support our mission to scale clean technologies worldwide.Key ResponsibilitiesDesign and develop scalable and efficient backend...

  • Senior PHP Developer

    Vor 5 Tagen


    Potsdam, Brandenburg, Deutschland Harvest AI GmbH Vollzeit

    About the RoleWe are seeking a highly skilled Backend Developer to join our team at Harvest AI GmbH in Potsdam. As a Backend Developer, you will play a crucial role in designing and developing high-volume data applications that support our mission to scale clean technologies worldwide.Key ResponsibilitiesDesign and develop scalable and efficient backend...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly motivated PhD researcher to work on a project that aims to develop and optimize hybrid artificial intelligence systems for geothermal operations. The project focuses on the use of physics-based machine learning methods to improve the efficiency and reliability of geothermal...


  • Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly motivated PhD researcher to work on a project that aims to develop and optimize hybrid artificial intelligence systems for geothermal operations. The project focuses on the use of physics-based machine learning methods to improve the efficiency and reliability of geothermal...

  • Research Scientist

    Vor 7 Tagen


    Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionWe are seeking a highly skilled Research Scientist to join our team at the Helmholtz Centre Potsdam. The successful candidate will be responsible for developing and validating AI models for GNSS reflectometry data processing, with a focus on meteorological applications.Key ResponsibilitiesDevelop and implement AI models for GNSS reflectometry...

  • Research Scientist

    Vor 5 Tagen


    Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam Vollzeit

    Job DescriptionWe are seeking a highly skilled Research Scientist to join our team at the Helmholtz Centre Potsdam. The successful candidate will be responsible for developing and validating AI models for GNSS reflectometry data processing, with a focus on meteorological applications.Key ResponsibilitiesDevelop and implement AI models for GNSS reflectometry...