[Internship] R&D Developer Assistant Neural Rendering for Real-Time Graphics (FMNB)
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Job Location:
Monthly Salary:
Posted on:
21 days ago
Vacancies:
1 Vacancy
Job Summary
Neural rendering is an emerging field at the intersection of computer graphics and machine learning. It explores how neural networks can be used to represent compress and reproduce complex visual phenomena that are difficult to capture with traditional techniques. Applications range from material appearance and lighting to geometry animation and volumetric effects.
While neural methods have demonstrated impressive quality in offline rendering and research prototypes their integration into real-time systems remains challenging. Open questions include performance optimization on modern GPUs balancing neural representations with analytic models and ensuring controllability for artists and technical directors.
The goal of this internship is to investigate neural rendering techniques in the context of real-time graphics (neural materials compression lighting etc ). During the internship the student will survey recent advances in the field identify key limitations in existing methods and implement experimental prototypes. The work is exploratory in nature with emphasis on deriving insights that can inform future research and integration into real-time rendering systems
References
- 1 T. Zeltner et al. Real-Time Neural Appearance Models. ACM SIGGRAPH (2024).
- 2 A. Kuznetsov et al. Rendering Neural Materials on Curved Surfaces. ACM SIGGRAPH (2022).
- 3 K. Vaidyanathan et al. Random-Access Neural Compression of Material Textures ACM SIGGRAPH (2023).
- 4 C. Weinreich et al. Real-Time Neural Materials using Block-Compressed Features. Eurographics (2024).
- 5 A. Weidlish. Bridging the Gap Between Offline and Real Time with Neural Materials. Siggraph Courses (2025)
- 6 Neural Shading (siggraph cours 2025) :
- Currently a second-year masters student or final-year engineering student.
- Solid foundation in machine learning linear algebra and optimization.
- Knowledge of computer graphics fundamentals (e.g. rendering pipelines shading or texture mapping).
- Good communication skills in English written and spoken.
Additional Information :
- Contract : 6 months Internship
- Location : role based in Bordeaux France
- Remote: We embrace a hybrid work model helping you stay connected with your team and aligned with business priorities while giving you the opportunity to maintain your work-life balance. Note that some roles are fully office-based and are not eligible for hybrid work.
Remote Work :
No
Employment Type :
Intern
Key Skills
- Laboratory Experience
- Vendor Management
- Design Controls
- C/C++
- FDA Regulations
- Intellectual Property Law
- ISO 13485
- Research Experience
- SolidWorks
- Research & Development
- Internet Of Things
- Product Development
About Company
Opened in October 2011, Ubisoft Abu Dhabi is one of the first major video game studios based in the UAE capital and is focusing on developing and bringing to market successful mobile games for a worldwide audience. This position is based in the vibrant expat city of Abu Dhabi, the c ... View more
