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Master Thesis - AI-Based Extraction & Load Estimation of Industrial and Commercial buildings in Germany

Master Thesis - AI-Based Extraction & Load Estimation of Industrial and Commercial buildings in Germany

Master Thesis - AI-Based Extraction & Load Estimation of Industrial and Commercial buildings in Germany

Master Thesis - AI-Based Extraction & Load Estimation of Industrial and Commercial buildings in Germany

Forschungszentrum Jülich GmbH

Erziehung, Bildung, Wissenschaft

Jülich

  • Art der Anstellung: Vollzeit
  • 62.500 € – 83.500 € (von XING geschätzt)
  • Remote
  • Zu den Ersten gehören

Master Thesis - AI-Based Extraction & Load Estimation of Industrial and Commercial buildings in Germany

Über diesen Job

We offer you to the next possible date an exiting

Master Thesis - AI-Based Extraction & Load Estimation of Industrial and Commercial buildings in Germany

At the Institute of Energy and Climate Research – Juelich Systems Analysis (ICE-2), the ICE-2 team "Integrated Infrastructure – Distribution Infrastructure" develops synthetic, geo-referenced distribution grids for electricity, gas, and hydrogen. These efforts support the planning of robust, climate-neutral infrastructure systems by analyzing load profiles, technology placement, and sector integration. By joining us, you`ll contribute to Germany`s energy transition and digital transformation through cutting-edge research.
Application tips & FAQs
Information on the application process and an overview of FAQs can be found here

Your Job:

  • Research and extract industrial and commercial buildings across Germany using open-source geospatial data (e.g. OpenStreetMap, CORINE Land Cover, Sentinel, etc)
  • Apply machine learning/AI and/or statistical algorithms to classify building and land-use types relevant to electrical consumption
  • Label and prepare training data for AI models; develop automated pipelines for classification
  • Integrate findings into the existing package synthetic grid tool for generating realistic medium-voltage distribution grids
  • Collaborate with domain experts from energy modeling, geoinformatics, and data science
  • Prepare scientific documentation of your methodology and results
  • Contribute to writing scientific papers for internal reporting and possible publication

Your Profile:

Required Qualifications:

  • Very good performance in your Master’s studies in Electrical Engineering, Computer Science, Geoinformatics, Energy Systems, or related field
  • Solid programming skills in Python and familiarity with machine learning libraries (e.g., scikit-learn, TensorFlow, PyTorch)
  • Experience working with geospatial data (e.g., geopandas, rasterio, shapely)
  • Interest in AI and energy systems modeling
  • Ability to communicate and document research results clearly in English (B2)

Desirable Qualifications:

  • GIS experience (QGIS, GDAL), basic understanding of distribution grid concepts and tools like PyPSA
  • Experience with academic writing or contributions to scientific papers
  • High level of independence, motivation, and a structured, reliable work approach
  • Good team skills and willingness to engage in interdisciplinary collaboration

Please feel free to apply for the position even if you do not have all the required and desirable skills and knowledge.

Our Offer:

We work on the very latest issues that impact our society and are offering you the chance to actively help in shaping the change! We support you in your work with:

  • MEANINGFUL TASKS: Your thesis deals with a future-oriented, socially relevant topic with direct practical relevance in an international environment
  • PRACTICAL RELEVANCE: With us, you will gain valuable practical experience alongside your studies and actively participate in interdisciplinary projects
  • SCIENTIFIC ENVIRONMENT: You can expect excellent scientific equipment, modern technologies, and qualified support from experienced colleagues
  • ONBOARDING & TEAMWORK: You can look forward to working in a dedicated, international, and collegial team. It is important to us that you quickly settle into the team and are given structured training for your tasks. We also support you from the very beginning and make your start easier with our Welcome Days and Welcome Guide: https://go.fzj.de/welcome
  • WORK-LIFE BALANCE: We offer flexible working hours, possible 100% home office, to help you balance your professional and personal life. You also have the option of flexible working (in terms of location)
  • FLEXIBILITY: Flexible working hours make it easier for you to balance work and study
  • FAIR REMUNERATION: We will pay you a reasonable remuneration for your thesis
  • FIXED-TERM: The position is initially for a fixed term of 6 months

In addition to exciting tasks and a collegial working environment, we offer you much more: https://go.fzj.de/benefits

Further information on the project is available at: https://www.fz-juelich.de/de/ice/ice-2/ice2-forschung/integrierte-infrastruktur/verteilnetze

We welcome applications from people with diverse backgrounds, e.g. in terms of age, gender, disability, sexual orientation / identity, and social, ethnic and religious origin. A diverse and inclusive working environment with equal opportunities in which everyone can realize their potential is important to us.

The following links provide further information on diversity and equal opportunities: https://go.fzj.de/equality and on specific support options: https://go.fzj.de/womens-job-journey

We look forward to receiving your application. The job will be advertised until the position has been successfully filled. You should therefore submit your application as soon as possible.

Contact form

If your questions have not yet been answered via ourFAQs, please send us a message via ourcontact form.

Please note that for technical reasons we cannot accept applications by e-mail.

Last Modified: 21.10.2025

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