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Scientific activities / projects

Development of novel approaches in machine learning for data fusion

Starting date

immediately

Duration of contract

3 years

Remuneration

According to the German TVöD 13

Type of employment

Full-time (part-time possible)

"Cutting-edge research requires excellent minds – particularly more females – at all levels. Launch your mission with us and send in your application now!" Prof. Pascale Ehrenfreund - Chair of the DLR Executive Board

The new DLR Institute for Data Science in Jena is establishing a machine learning group. You will develop methods in machine learning, especially in deep learning, independent of their specific application.

Your tasks include:

  • literature research with the goal of critically assessing new experimental and theoretical methods and applying them to our applications; assessing possible problems, difficulties, and disadvantates and derive new approaches and solutions
  • examination of existing machine learning methods for the fusion of data from multiple sources (e.g. multimodal and multi-task models)
  • development of approaches for the exploitation of large and multimodal data sets
  • development of methods for quality assurance in machine learning models (e.g. uncertainty modeling, stability appraisal, interpretation aids)
  • experiments to validate the developed methods
  • evaluation and interpretation of experimental results under comparison of various methods
  • implementation in prototypical algorithms
  • thorough documentation for scientific users with a special focus on researchers in other domains
  • presentation and discussion of results at national and international conferences
  • publication of results at suitable venues

Suitable candidates may conduct these tasks in fulfillment of a Ph.D. degree.

Your qualifications:

  • University degree (M.Sc.) in Computer Science, Mathematics, Statistics, or related fields
  • very good programming skills, preferably in Python
  • strong background in machine learning, artificial intelligence, or related fields
  • excellent English language skills
  • experience with geo-data processing or handling of multimodal data is an asset

Your benefits:

Look forward to a fulfilling job with an employer who appreciates your commitment and supports your personal and professional development. Our unique infrastructure offers you a working environment in which you have unparalled scope to develop your creative ideas and accomplish your professional objectives. Our human resources policy places great value on a healthy family and work-life-balance as well as equal opportunities for persons of all genders (m/f/non-binary). Individuals with disabilities will be given preferential consideration in the event their qualifications are equivalent to those of other candidates.

  • Apply online now
  • You can send this job advertisement via e-mail and complete your application on a personal computer or laptop.

    We need your digital application documents (PDF). The document upload function is not supported by all mobile devices. Please complete your application on a PC/laptop.

    Complete application on PC

Technical contact

Dr. Anna Kruspe
Institute for Data Science

Phone: +49 3641 30960-127

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Vacancy 36024

HR department Berlin

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DLR site Jena

DLR Institute of Data Science

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