Researcher - Machine Learning for 3D Reconstruction

vor 2 Wochen

Erlangen, Deutschland Fraunhofer IIS Vollzeit

**What you will do**

**You love finding creative solutions for tricky challenges? You are passionate about computer graphics and machine learning?**

**Then join our team to use machine learning for better 3D reconstruction.**

Your task will be the conceptual design of algorithms that allow an encompassing digital representation of photographed scenes. This includes the retrieval of 3D geometry, optical material properties and illumination conditions. By means of machine learning and neuronal networks, you solve open challenges in 3D reconstruction. This also includes the efficient compression and rendering of the generated 3D models. You monitor the progress in scientific publications and extract the key concepts to combine them to novel algorithms with better performance. In collaboration with a team, you create prototype implementations, evaluate their performance and document the findings.

**What you bring to the table**
- Solid practical and theoretical experiences in machine learning as well as in 3D computer graphics or 3D reconstruction
- Experience in using Python and C++
- Enthusiasm for scientific issues and scientific working methods
- Sound command of English for working in an international team

**What you can expect**

Fraunhofer is not only the largest organisation for applied research in Europe, but we are also a top-rated employer? But why?
- Top infrastructure at your workplace: With our state-of-the-art technologies, we develop solutions to meet the challenges of present and future.
- We value personal contact: Through our structured onboarding process, you easily become familiar with our institute and can extend your network successfully.
- We take your needs seriously: We support your work-life-balance by offering flexible working hours and hybrid work.
- Your goals and interests are important to us: We offer ongoing professional and personal seminars, coaching as well as language courses.

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

Claudia Kestler-Böhm

Fraunhofer Institute for Integrated Circuits IIS

Requisition Number: 29404

**Job Type**: Temporary

Work Location: One location

  • Research assistant position in “PDE and Machine Learning”

    vor 3 Wochen

    Erlangen, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg Vollzeit

    Ihr ArbeitsplatzResearch assistant position in “PDE and Machine Learning”Ihre AufgabenPosition Details• Duration: Initially limited to up to two (2) years, with the possibility of extension. • Starting Date: To be adapted to the availability of selected candidates (preferably on January 15, 2026). • Salary: Competitive international annual gross...

  • Doctoral Researcher

    vor 2 Wochen

    Erlangen, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg Vollzeit

    Willkommen Wir sind die FAU Karriere Personalentwicklung Doctoral Researcher (f/m/d) in Scale-Bridging Correlative Tomography Your workplace The CENEM , a well-established expertise center and user facility for electron microscopy and nanoanalysis at FAU, runs a number of state-of-the-art microscopes in the field of transmission electron microscopy, scanning...

  • Mandatory Internship

    Vor 6 Tagen

    Erlangen, Deutschland Siemens Vollzeit

    Mode of Employment: Limited, full time As a mandatory intern (f/m/d) at Siemens, you have the unique opportunity to contribute your strengths in a diverse range of tasks and gain practical experience We are looking for a motivated student to join our AI Lab and help make AI models more understandable and trustworthy by integrating interpretability methods...

  • Doctoral Researcher

    vor 2 Wochen

    Erlangen, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg Vollzeit

    Your Workplace The CENEM, a well-established expertise center and user facility for electron microscopy and nanoanalysis at FAU, runs a number of state-of-the-art microscopes in the field of transmission electron microscopy, scanning electron microscopy and X-ray microscopy, as well as a well-equipped laboratory for sample preparation. The IMN, a research...

  • Intern / Master Thesis (All Genders) - Machine Learning-based Channel Coding for Continous-valued Source Symbol Transmission

    vor 2 Wochen

    Erlangen, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS Vollzeit

    The Fraunhofer-Gesellschaft is one of the world’s leading applied research organizations. 76 institutes develop cutting-edge technologies for our economy and society - more precisely: 32 000 people working in technology, science, administration and IT. They know: If you join Fraunhofer, then you are able to promote change. For themselves, for us and for...

  • Edge Machine-learning Zur Vitalparameteranalyse

    vor 1 Woche

    Erlangen, Deutschland Corscience GmbH & Co. KG Vollzeit

    **Edge Machine-Learning zur Vitalparameteranalyse**: **Ihr Herz schlägt für Medizintechnik? Unseres auch!**: Sie möchten während Ihres Studiums Praxiserfahrung sammeln und die faszinierende Welt der Medizintechnik kennenlernen? Dann sind Sie bei Corscience genau richtig. Bei Corscience erwartet Sie ein hochmotiviertes, interdisziplinäres Ingenieursteam,...

  • Working Student

    Vor 2 Tagen

    Erlangen, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS Vollzeit

    The Fraunhofer-Gesellschaft currently operates 76 institutes and research institutions throughout Germany and is the world’s leading applied research organization. Around 32,000 employees work with an annual research budget of 3.4 billion euros. **You are interested in combining research and practices and would like to adapt competences in the field of...

  • Mechanical Engineer as PostDoc Researcher Fabrication

    Vor 6 Tagen

    Erlangen, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg Vollzeit

    The Chair of Experimental Physics at Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) invites application for Ihre Aufgaben We are seeking highly motivated PostDoc researchers to join a rapidly growing research team, led by Christopher Eichler, which conducts state-of-the-art experimental research in quantum computing, quantum information science...

  • Student Assistant

    vor 1 Woche

    Erlangen, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS Vollzeit

    Neural 3D reconstruction is a growing field in computer vision focused on generating 3D representations from 2D images or videos. Learning algorithms, such as Neural Radiance Fields (NeRFs), play a significant role in this approach. NeRFs are neural networks that model the 3D shape and color of objects in a continuous 3D space. Through training on multiple...

  • Working Student for Ios-based 3D Scanning App

    Vor 4 Tagen

    Erlangen, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS Vollzeit

    We are seeking a motivated student to enhance our current app with new functionalities and improved performance. You will work on refining the app’s ability to capture and process high-quality 3D data, integrating ARKit’s latest features, enhancing the user experience, and incorporating advanced scanning capabilities. This topic can also be pursued as a...