academic employee (f/m/d) with focus on Deep Learning, satellite data and data fusion with opport...
- Employer
- Helmholtz Association of German Research Centres
- Location
- Karlsruhe
- Closing date
- 9 Sep 2024
View moreView less
- Discipline
- Physics
- Job Type
- Postdoctoral
- Employment - Hours
- Full time
- Duration
- Fixed term
- Qualification
- Masters
- Sector
- Academia
Job Details
Scientific / postdoctoral posts
Starting date:
31.07.2024
Job description:
For our Campus Alpin in Garmisch-Partenkirchen (IMKIFU), we are looking for a position in the MERGOSAT project (merging rain rate estimates from opportunistic sensors and geostationary satellites), which is being carried out together with the group of Dr. Uwe Siart at the Technical University of Munich and Dr. Vojtech Bares is carried out at the Czech Republic Technical University in Prague.
The overarching goal of the project MERGOSAT is to develop novel methods for the generation of improved near-real-time rainfall maps for data-scarce regions in developing countries via a combination of data from geostationary satellites (GEOsat) and "opportunistic" ground-based sensors, namely commercial microwave links (CMLs) and satellite microwave links (SMLs).
Our project partners will work on improving the processing of CML and SML data using new insights from lab and simulation work as well as using information from GEOsat data to support the processing. At KIT we will develop a generative Deep Learning method for deriving improved rainfall fields from GEOsat data and from merging all data sources.
Your main tasks will be:
- Development of a generative Deep Learning model to predict skillful rainfall fields from GEOsat observations with high spatial and temporal resolution
- Extension of the generative model to allow the integration of ground-based rainfall data from CMLs and SMLs
- Large-scale validation of the developed methods in developing countries
Your work will be carried out in cooperation with colleagues at NWC SAF, who are responsible for the operational processing of GEOsat data for nowcasting.
A part-time doctorate is possible. During which there are two research visits at NWC SAF in Valencia planned.
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.
Company
The Helmholtz Association contributes to solving major challenges to assure the future of our society. With more than 39,000 people on staff in 18 national research centres, the Helmholtz Association is Germany’s largest scientific organization. The name Helmholtz stands for concerted research in which networks form the key principle behind inquiring thought and action. Concerted research is efficient and flexible.
The profile of the Helmholtz Association
The Helmholtz Association performs cutting-edge research which contributes substantially to solving the grand challenges of science, society and industry. To succeed in meeting these responsibilities, Helmholtz concentrates its work in six research fields: Energy, Earth and Environment, Health, Key Technologies, Matter, as well as Aeronautics, Space and Transport. Within each of these fields, research programs are developed by our scientists and regularly evaluated by renowned international experts. Their evaluation forms the basis for the programme-oriented funding that is allocated to Helmholtz research. Within the six research fields, Helmholtz scientists cooperate with each other and with external partners – working across disciplinary, organizational and national borders.
Promoting young academics
Helmholtz scientists, a high-performance infrastructure and modern and efficient research management are the ingredients to the Helmholtz Association‘s success and global impact.
Promoting young researchers is a major priority for the Helmholtz Association. Its qualification schemes for young researchers are geared mainly towards PhD students, postdocs and young managers. The Helmholtz Association has set high standards for its talent management. Its strategy begins with targeted recruitment of highly qualified staff at all levels, followed by comprehensive support aimed at further developing their potential. Ensuring equal opportunities is an essential element in all talent management activities undertaken by the Helmholtz Association.
The Helmholtz Graduate Schools and Research Schools at almost all Helmholtz Centres provide doctoral students with the general and specific skills and training they need, as well as ample opportunity to network with other working groups. The period following a doctorate is decisive in determining the direction and success of a scientific career. For this reason, we are about to establish Career Centers for postdoctoral researchers in the Helmholtz centres and a mentoring programme for especially gifted PostDocs in order to foster career orientation. This equips young researchers with the skills they need to go on to head a Helmholtz Young Investigators Group, for example. As a Young Investigator Group leader, junior scientists can independently set up their own group to conduct research in their specialist field.
Within its talent management strategy, the Helmholtz Association pays special attention to the increased recruitment of talented female scientists both from Germany and abroad. To this end, there are currently two funding programs supporting this policy ‘Funding of first-time appointments of excellent women scientists (W2/W3)’ and ‘Funding to recruit top-level international women scientists (W3)’.
The increasing complexity of the content, structures and framework conditions of scientific work today requires researchers to organise their projects, their employees and, of course, themselves in a highly professional and effective way. In response to these demands, we have set up the Helmholtz Management Academy to provide junior leaders in science with professional management training. Furthermore, the Helmholtz network provides a platform for the alumni of the Helmholtz Management Academy and Mentoring programme to come together and share their experiences of leadership, career development and lifelong learning.
- Location
-
Berlin
Berlin
10178
DE
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