Research Associate - Data-Driven Modeling in Structural Dynamics

Universität Siegen; Nordrhein-Westfalen; Vor Ort; EUR 40.000 - 60.000; Vollzeit

Zusammenfassung

A modern university in Nordrhein-Westfalen is seeking a research associate in the Department of Civil Engineering to contribute to data-driven methods in structural dynamics. Ideal candidates should have a Master's degree and strong programming skills in Python or MATLAB. The role offers comprehensive support for academic qualification and a flexible working environment.

Leistungen

Support for academic qualification (e.g. PhD)

Networking opportunities with research partners

Flexible working hours and locations

Access to staff development programs

Qualifikationen

• University degree (Master) in Civil Engineering or a related discipline.
• Solid understanding of structural dynamics or numerical methods.
• Confident communication skills in German and English (B2 level or higher).
• Foundational programming skills in Python or MATLAB.
• Strong time management skills and high initiative.

Aufgaben

• Research in structural dynamics with focus on modeling system responses.
• Development of data-driven methods using neural networks.
• Publish research results in journals and conferences.
• Support the chair in teaching and supervising exercises.

Kenntnisse

Structural dynamics understanding

German communication skills (B2 or higher)

English communication skills (B2 or higher)

Programming in Python

Programming in MATLAB

Time management

Ausbildung

Master's degree in Civil Engineering or related field

Jobbeschreibung

Overview

The University of Siegen is a modern university with an international orientation and a focus on interdisciplinary research. It currently has around 14,000 students and covers a range of research fields from the humanities, social and economic sciences to natural sciences, engineering and life sciences. With over 2,000 employees, the university is one of the largest employers in the region and offers a unique environment for teaching, study, research and knowledge transfer.

We are seeking

At the Faculty IV : School of Science and Technology, Department of Civil Engineering, Chair of Structural Analysis

We are seeking to fill a position for a research associate at the earliest possible date, under the following conditions:

• Full-time position (100% = 39,83 hours / week)
• Salary group 13 TV-L
• Initial contract duration of 3 years, with the possibility of extension

Your tasks

In structural dynamics, traditional numerical analyses, particularly time-domain simulations, face significant computational challenges, especially when nonlinear effects are involved. To accelerate these demanding simulations, we are developing data-driven modeling approaches. The goal is to enhance the efficiency of structural design process and establish a basis for real-time applications such as digital twins and adaptive structural systems. You will contribute to achieving this goal through the following responsibilities:

• Research in structural dynamics with a focus on modeling system responses
• Development of data-driven methods, especially using artificial neural networks
• Publication of research results in renowned journals and conferences
• Supporting the chair in teaching, e.g. by supervising exercises and thesis work (teaching obligation: 4 semester hours per week)

Your profile

Would you like to actively contribute to advancing data-driven methods in structural dynamics and thrive working independently in an interdisciplinary environment? Then you are an ideal candidate if you possess the following qualifications:

• University degree (Master) in Civil Engineering or a related discipline, such as Mechanical Engineering or Computational Science and Engineering
• Solid understanding of structural dynamics or numerical methods, demonstrated by successful completion of advanced coursework, thesis, or project work
• Confident communication skills in German and English (B2 level or higher according to CEFR)
• Foundational programming skills in Python or MATLAB
• Strong time management skills and a high level of initiative

Our range of services

We place great emphasis on fostering an open, tolerant, and respectful workplace that supports the professional growth and well-being of our employees. Thus, we offer the following benefits:

• Support for academic qualification (e.g. PhD) in accordance with the German Academic Fixed-Term Contract Act (WissZeitVG)
• Numerous opportunities to make impactful contributions to research and teaching
• Networking opportunities and interdisciplinary collaboration with renowned research and industry partners of the chair
• State-of-the-art office spaces and IT infrastructure designed to provide optimal working conditions
• Healthy work-life balance through flexible working hours and locations, along with childcare support options
• Access to comprehensive staff development programs and occupational health initiatives