DLR-DAAD Doctoral Researcher

vor 1 Tag


Bremerhaven, Bremen, Deutschland Deutsches Zentrum für Luft- und Raumfahrt (DLR) Vollzeit

Transforming the Future of Maritime Security

The Deutsches Zentrum für Luft- und Raumfahrt (DLR) invites applications for a DLR-DAAD Doctoral Researcher position in the field of Transfer Learning for Variable Underwater Sensor Setups. As part of our Institute for the Protection of Maritime Infrastructures, you will contribute to the development of cutting-edge security technologies for maritime applications.

About the Position

The successful candidate will focus on the portability of deep learning algorithms for underwater sensor data, analyzing how machine learning and data processing methods behave when training and test data differ. This involves selecting, analyzing, and implementing current approaches and methods from the scientific machine learning and deep learning communities.

Your Responsibilities

  • Develop and apply machine learning and deep learning algorithms for underwater sensor data
  • Collaborate with our team of scientists to advance security technologies for maritime applications
  • Plan and execute data gathering campaigns in maritime environments
  • Publish research findings at international conferences and in journals

Requirements

  • Master's degree or Diploma in Computer Science, Data Science, Mathematics, Natural Sciences, or related fields
  • Excellent knowledge of modern programming paradigms, object-oriented and functional languages
  • Experience in deep learning approaches and data processing
  • Proficiency in English, both written and spoken
  • Strong analytical and creative thinking skills
  • Team-minded, communicative, and cooperative
  • Knowledge of Linux, Windows, LaTeX, Office, and version control using Git
  • Experience in research projects with industry and academia partners
  • Experience in maritime projects and/or with maritime sensors
  • Proficiency in German, both written and spoken
  • Experience in managing large data sets
  • Published research papers in relevant topics
  • Strong knowledge in algorithms and data structures

About the DLR

The DLR is a leader in aerospace research and development, fostering diversity, appreciation, and equality for all individuals. We prioritize individual development and offer numerous opportunities for professional growth. We strive for equal opportunities and aim to increase the proportion of women in science and leadership positions. We prefer applications from people with disabilities if they meet the job requirements.



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