Working student for Agile high-rate manufacturing and optimized inspection for small aircraf
vor 2 Wochen
What to expectIn the DLR Project “Agile hochratenfertigung und optimierte inspektion für Kleinflugzeuge (AUDITOR)”, we aim to reduce the number of required material testing through a data-driven approach. Incorporating machine learning (ML) models could allow us to accelerate composite structure development while reducing associated costs and testing efforts.Machine learning has shown promise in accurately predicting complex material properties from data. However, in safety-sensitive domains such as healthcare and the aerospace industry, the reliability of these models is crucial for decision-making process. These industries require trustworthy ML predictions and high confidence.Neural networks (NNs) naturally carry epistemic (or model) uncertainty arising from limited data and the chosen model architecture. Unlike classical NNs, Bayesian neural networks (BNNs) treat their weights as random variables and learn a posterior distribution over these weights from the training data. Then, the output of BNNs is a distribution over predictions, reflecting uncertainty in the model.This project aims to ensure the reliability of ML-based predictions regarding material properties by implementing deep learning methods. To achieve this, you will implement BNNs and state-of-the-art inference methods. Additionally, you will leverage domain knowledge to generate physically consistent predictions and reduce spurious uncertainty. Finally, we will establish evaluation protocols for measuring uncertainty.Your profileSytematic literature review on Bayesian statistics for reliability of NNs.Implement Bayesian neural networks (BNNs) for material property prediction and compare inference techniques to approximate the posterior over model weights.Embed domain knowledge into the Bayesian framework to assess whether physics-informed priors improve calibration and reduce epistemic uncertainty.Establish evaluation protocols for model reliability by computing statistical metrics to quantify model uncertainty.Your profileOngoing Master's degree in the field of aerospace engineering, mechanical engineering, computer science or comparable degree programmes.Very good programming skills in the Python.Experience in the field of machine learning and data analysis.Experience with collaborative software development in Gitlab is desired.Personal responsibility, structured way of working and commitment.Proficient in English (written and oral).This work can optionally extend to mater’s thesis.
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Working Student
vor 2 Wochen
Cologne, Deutschland Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR) VollzeitWhat to expectAt the Innovation Centre for Small Aircraft Technologies in Würselen, DLR is researching technologies for electric flight and solutions for the aviation of tomorrow. In a motivated and young environment, you will support the development of Airfox – our in-house Python-based tool for fuel cell system sizing.Your tasksAs part of the...
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Working Student HR Global Mobility
vor 2 Wochen
Cologne, Deutschland Simon-Kucher VollzeitWorking Student HR Global Mobility (m/f/d) In Germany - CologneAt the earliest possible date, we are looking for students who are eager to gain practical experience alongside their studies and support our global HR team for 20 hours per week in the area of Global Mobility.Our global HR team processes and pilots global HR projects to ensure best practice...
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Working Student – Production
vor 2 Wochen
Cologne, Deutschland Circus SE TeilzeitOur MissionAt Circus, we’re redefining food with autonomous kitchens powered by robotics and AI. From culinary creation to production and operations, everything runs on seamlessly integrated automation.We’re rolling out our robotic kitchen systems across Germany, together with some of the country’s leading partners in retail and food. To make it...
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Student Assistant Product
vor 2 Wochen
Cologne, Deutschland Vivalyx GmbH VollzeitWe, Vivalyx, are a medical technology startup from Aachen dedicated to saving people suffering from organ failure. Our goal is to significantly increase the vitality and number of donor organs. The company is currently in the preparation phase for certification and the associated studies. For this purpose, we are looking for a new student assistant (m/f/d)...
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Cofounder for Sales
vor 2 Wochen
Cologne, Deutschland SHK UG VollzeitYAAR Studio (A portfolio company) - AI Image renderer for Cars — is building the future of automotive visualization. Our AI-powered rendering platform transforms 3D and CAD models into high-quality photorealistic visuals for car designers, OEMs, and marketing teams. We're now seeking a visionary Cofounder to drive sales and marketing as we scale. Tasks...
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Cofounder for Sales
Vor 6 Tagen
Cologne, Deutschland SHK UG VollzeitYAAR Studio (A portfolio company) - AI Image renderer for Cars — is building the future of automotive visualization. Our AI-powered rendering platform transforms 3D and CAD models into high-quality photorealistic visuals for car designers, OEMs, and marketing teams. We're now seeking a visionary Cofounder to drive sales and marketing as we scale. Tasks...
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Working Student HR Global Mobility
vor 2 Wochen
Cologne, Deutschland Simon-Kucher & Partners VollzeitWorking Student HR Global Mobility (m/f/d) In Germany - CologneAt the earliest possible date, we arelooking for students who are eager to gain practical experience alongside theirstudies and support our global HR team for 20 hours per week in the area of GlobalMobility.Our global HR team processes and pilots global HRprojects to ensure best practice...
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Economic Policy Trainee
vor 6 Stunden
Cologne, Deutschland ZOE Institute for Future-fit Economies VollzeitBrussels/Remote | February – July 2026 | 38 hours per week Who we are ZOE, the Institute for Future-Fit Economies, is an independent think & do tank active in Germany and in Brussels. We are dedicated to policy-oriented research and evidence-driven advocacy for a future-fit economy. At the interface of politics, research, and civil society in the EU, we...
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Economic Policy Trainee
vor 3 Stunden
Cologne, Deutschland ZOE Institute for Future-fit Economies VollzeitBrussels/Remote | February – July 2026 | 38 hours per week Who we are ZOE, the Institute for Future-Fit Economies, is an independent think & do tank active in Germany and in Brussels. We are dedicated to policy-oriented research and evidence-driven advocacy for a future-fit economy. At the interface of politics, research, and civil society in the EU, we...
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Working Student Founders Associate
vor 2 Wochen
Cologne, Deutschland Growably UG VollzeitYou’re studying business, marketing, or something similar – and you’ve already had a taste of fast-paced environments? You want more than just busywork, and instead be part of something that grows fast and feels real? Then keep reading. At Growably, we build sharp, strategic, high-converting websites for some of the most exciting B2B SaaS companies in...
