Role overview
Responsible for doing research and development on 3D visualisation advance features like Neural rendering and photorealism. Experience is training a neural network with new datasets. Basic knowledge of GPU programming using OpenGLES or Vulkan
Responsible for specifying, coding, and unit testing of an assigned part of the software (one or more Software Units/Modules).
What you'll work on
- Responsible for the artefacts of his role
- Develops and maintains the module specification, SW Unit test specification and test report
- Aligns with Software Architect
- Develops source code in accordance with coding guidelines
- Search and identify the best suitable traces from SMATA download, prepare and pre-process the data as instructed by the team.
- Run trainings and experiments with different tuning parameters as identified by the team
- Analyze and summaries the results from the different trainings with different parameters
- Check in/commit of artefacts to Configuration Management database on a regular base
- Provides update about the status of own work in regular project meetings
- Ensures quality of all owned deliverables
- Ensures development work is fulfilling the Software Requirements Specification, High Level Design & Module Test Specification
- Generates problem reports for any issue found that cannot be immediately fixed by the developer
- Implements fixes and changes required by problem reports and change requests
- Performs and participates in peer reviews for software, design and document (e.g. requirement and test specifications).
What we're looking for
- Graduated or about to be graduated from a Bachelor or a Master Degree in Engineering (IA, Machine Learning, Software, Computer Science etc),
- Good programming skills, primarily in Python, with C/C++ experience being a significant advantage,
- Familiarity with foundational software design principles (like reusability and extendibility) and clean coding practices ,
- Solid academic background or project experience in Machine Learning and Computer Vision,
- Self-motivated and able to take initiative after initial guidance, with a commitment to proactively communicating milestones and critical blockers,
- Excellent communication skills, including the ability to clearly document ideas and present technical work in progress to the team.
Ways to stand out
Exposure to generative models (e.g., NeRF, 3DGS) being a strong asset.
Job:
R&D Trainee/Apprentice/VIE
Tags & focus areas
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