92952: Computer scientist, mathematician, physicist, engineer or similar (f/m/x) - Development of resource-saving AI algorithms
13 Apr 2024
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
12 Oct 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 Institute for AI Safety and Security provides research and development services in the field of AI-related methods, processes, algorithms and execution environments. The focus is on ensuring safety and security for AI-based solutions in ambitious application classes. “Safety and security by design” is a central aspect in this context, since it directly supports future requirements of safety-critical applications that are based on AI or integrate AI-based components.
Main Research Areas of the Institute for AI Safety and Security are:
- development processes and methods for safety-critical AI applications
- robust and reliable approaches to safeguard AI methods and algorithms
- safety and security in the context of AI-based applications
- management and use of sensitive data
- execution environments for AI-based applications
- innovative computation methods
The department KI-ALG (Algorithms & Hybrid Solutions) of the DLR Institute for AI Safety & Security works, among other things, on research and development of methods and algorithms for the comprehensive verifiability of secure AI in highly critical application areas. In addition to the operational and attack security of such AI systems, the focus is on scientific and technical progress. This includes to take social challenges and the dangers of artificial intelligence into account. Specifically, we are systematically developing artificial intelligence methods and technologies in order to either make them accessible for security-related detection methods or to synthesize them in a verifiable manner. In other words, the aim is to formally prove the correctness of AI algorithms and the predictability and explainability of their components
A key aspect is the analysis and evaluation of interpretability and explainability for various AI methods.
With your work, you will make an important contribution to the responsible introduction of AI-based solutions in ambitious application classes. In particular you will work on
- development of resource-saving AI algorithms and adaptation of existing algorithms to low-resource scenarios
- mathematical analysis and evaluation of edge-based AI algorithms for their applicability in safety-critical applications
- creation and development of concepts for the implementation of edge AI in safety-critical application scenarios
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-53398/
Work Location(s)
- Number of offers available
- 1
- Company/Institute
- Deutsches Zentrum für Luft - und Raumfahrt (DLR)
- Country
- Germany
- City
- Ulm
- Geofield
Where to apply
- Website
https://www.dlr.de/dlr/jobs/en/desktopdefault.aspx/tabid-10596/1003_read-53398/
Contact
- City
Köln- Website
https://www.dlr.de/en/- Street
Linder Höhe[Porz-Wahnheide]- Postal Code
51147
[email protected]- Phone
+49 2203 601-0- Fax
+49 2203 673-10
STATUS: EXPIRED