89585: (Geo-)Informaticians, Data Scientists, Physicists or similar (f/m/x) - Artificial Intelligence for Earth observation

Updated: 3 months ago
Deadline: 01 Jun 2024

2 Dec 2023
Job Information
Organisation/Company

Deutsches Zentrum für Luft - und Raumfahrt (DLR)
Research Field

Technology
Engineering
Researcher Profile

Recognised Researcher (R2)
Established Researcher (R3)
Country

Germany
Application Deadline

1 Jun 2024 - 00:00 (UTC)
Type of Contract

To be defined
Job Status

Other
Is the job funded through the EU Research Framework Programme?

Not funded by an EU programme
Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

Area of research:

Scientific / postdoctoral posts,Sonstiges

Job description:

The EO Data Science department develops advanced signal processing and AI methods for current and future Earth observation missions. It is involved in a large number of third-party funded projects and a large international network. The tasks to be performed consist of own scientific research on the topic of Artificial Intelligence for Earth Observation as well as project work on the development of distributed machine learning (federated learning) for geodata from optical multispectral cameras and radar sensors using Self-Supervised Learning (SSL) where the fusion of multiple sensor modalities across the boundaries of a single data center plays an important role.

We are looking to hire two new employees with complementary and interacting work focus:

1. Method development and prototype benchmarking

2. MLOps development and method refinement

 

Specifically, your scope of work will include the following tasks:

• Literature review on self-supervised learning, Kl-assisted data compression, data fusion of remote sensing data (specifically Sentinel-1/2, but also other missions such as EnMAP), distributed machine learning, MLOps development.

• Develop specific benchmarks and software for implementing distributed machine learning on geodatabases beyond the boundaries of individual data centers.

• Scientific supervision of bachelor and master theses within the scope of the above-mentioned field of activity and research

• Preparation of the project report in collaboration with other team members, in particular summary of research results and objectives achieved.

• Participation in publication of research results in appropriate publication organs

 

This research center is part of the Helmholtz Association of German Research Centers. With more than 42,000 employees and an annual budget of over € 5 billion, the Helmholtz Association is Germany's largest scientific organisation.


Requirements
Additional Information
Website for additional job details

https://www.dlr.de/dlr/jobs/en/desktopdefault.aspx/tabid-10596/1003_read-52540/

Work Location(s)
Number of offers available
1
Company/Institute
Deutsches Zentrum für Luft - und Raumfahrt (DLR)
Country
Germany
City
Oberpfaffenhofen

Where to apply
Website

https://www.dlr.de/dlr/jobs/en/desktopdefault.aspx/tabid-10596/1003_read-52540/

Contact
City

Köln
Website

https://www.dlr.de/en/
Street

Linder Höhe[Porz-Wahnheide]
Postal Code

51147
E-Mail

[email protected]
Phone

+49 2203 601-0
Fax

+49 2203 673-10

STATUS: EXPIRED

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