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Postdoc (f/m/d) Representation-Learning for Foundation Models and Latent Modeling of large-scale Laser-Plasma Simulations

Helmholtz-Zentrum Dresden-Rossendorf -
Dresden

Jetzt bewerben

Details zur Stelle

Teilzeit | Vollzeit | Teilzeit möglich
vor 2 Stunden

Leistungen

Jobticket
Flexible Arbeitszeiten
Kostenfreies oder vergünstigtes Deutschland-Ticket

Qualifikationen

Doktorat
Git
C++
Deep learning
Physik
Erfahrung mit Netzwerken
Softwareentwicklung
GitHub
Linux
GitLab
Python

Vollständige Stellenbeschreibung

With cutting-edge research in the fields of ENERGY, HEALTH and MATTER, around 1,500 employees from more than 70 nations at Helmholtz-Zentrum Dresden-Rossendorf (HZDR) are committed to mastering the great challenges facing society today.

The Institute of Radiation Physics conducts research for states of matter under extreme conditions and in very small dimensions.

The Department of Department Laser Particle Acceleration is looking for a Postdoc (f/m/d) Representation-Learning for Foundation Models and Latent Modeling of large-scale Laser-Plasma Simulations.

Your tasks

Design and training of foundation models and latent surrogate models for problems in plasma physics
Continued development and performance analysis of a distributed in-transit Trainingsworkflows

Your profile

Completed PhD in the field of Physics (Computational Physics or related)
Experience in adaptive problem-solving and critical analysis of approaches and results (scientific method)
Several years’ experience in designing and training modern neural network architectures, including transformers, vision transformers and diffusion models
In-depth knowledge and practical experience in the field of numerical simulations in physics or related disciplines
Advanced Programming Experience in one modern languages like Python, C++ or Julia and experience in at least one other
Knowledge of modern deep learning frameworks (e.g. pyTorch, Tensor-flow, Jax, ...)
Experience working in Linux shell/cluster environment and on shared resources
Experience of collaborative software development tools: git, gitlab/github, CI
Knowledge about Software Architecture
An independent, analytical and scientifically rigorous approach to work
An interest in interdisciplinary research and collaboration with academics from a range of disciplines

Our offer

A vibrant research community in an open, diverse and international work environment
Scientific excellence and extensive professional networking opportunities
Salary and social benefits in accordance with the collective agreement for the public sector (TVöD-Bund) including 30 days of paid holiday leave, company pension scheme (VBL)
Depending on the personal qualifications, the candidate may be classified in salary group 13 according to TVöD-Bund
We support a good work-life balance with the possibility of part-time employment, mobile working and flexible working hours
Numerous company health management offerings
Employee discounts with well-known providers via the platform Corporate Benefits
An employer subsidy for the "Deutschland-Ticket Jobticket"

We look forward to receiving your application documents (including cover letter, CV, diplomas/transcripts, etc.), which you can submit via our online-application-system.

Organization unit:
Institute of Radiation Physics

Place of work/ Working hours:
Dresden-Rossendorf
Full time or part time (at least 30 h/week)

Hire date:
1 September 2026

Limitation:
24 months

For any questions, do not hesitate to ask:
Dr. Jeffrey Kelling Tel.: +49 351 260 3680

Deadline:
12 July 2026

Job-Id: 2026/79 (2252)

At HZDR, we promote and value diversity among our employees. We welcome applications from people with diverse backgrounds regardless of gender, ethnic and social origin, belief, disability, age, and sexual orientation. Severely disabled persons are given preference in the event of equal suitability.

Helmholtz-Zentrum
Dresden-Rossendorf
Bautzner Landstraße 400
01328 Dresden

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Postdoc (f/m/d) Representation-Learning for Foundation Models and Latent Modeling of large-scale Laser-Plasma Simulations

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SysOps Engineer (m/w/d)

Freelancer: (Senior-) Firmware Developer (m/w/d)

Duales Studium Informationstechnik/ Informationstechnologie BA Dresden - B. Eng. (m/w/d)

Internship: Software Engineering of Python Open-Source API

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