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Descrizione del lavoro
A leading technology company is seeking a 3D Computer Vision Engineer in London to lead machine learning systems for digital human avatar generation. The role requires strong skills in C++ and Python, with experience in GPU programming and 3D graphics. As part of a hybrid working model, the successful candidate will work on advanced algorithms for animation and visualization, contributing to cutting-edge projects.
Competenze
- Strong in C++/Python, 3D graphics pipelines, inverse rendering, and geometry processing.
- Experience with GPU programming and real-time engines.
- Solid grasp of optimization, linear algebra, computer vision, and numerical methods.
Mansioni
- Lead development of machine learning systems for digital human avatar generation.
- Design and implement mesh and texture warping algorithms.
- Develop inverse rasterization systems and facial feature extraction algorithms.
Conoscenze
Formazione
Strumenti
Job Title: 3D Computer Vision Engineer
Location: London, UK (Hybrid Working)
Type: Permanent
- Lead development of machine learning systems for digital human avatar generation using inverse rendering and Unity-based visualization.
- Design and implement mesh and texture warping algorithms (energy-based methods, Thin Plate Splines).
- Develop inverse rasterization systems and facial feature extraction algorithms using PyTorch.
- Contribute to NeRF-based systems with GPU-optimized kernel development, screen space sampling, and integration techniques.
- Lead animation retargeting projects for facial blend shapes using optimization (Active Set solver, Libigl) and Functional Maps.
- Design Unity and Unreal Engine plugins for real-time physics, rendering, and visualization.
- Develop modules for 3D reconstruction, mesh processing, and camera calibration using C++ and Python.
- Implement reinforcement learning systems for animation synthesis and optimization-based cloth simulation.
- Build OpenGL/Compute shaders and GPU kernels for performance-critical 3D applications.
- Degree in Computer Science, Engineering, Mathematics, or related field, or equivalent experience in 3D graphics or ML systems.
- Strong in C++/Python, 3D graphics pipelines, inverse rendering, and geometry processing.
- Experience with GPU programming (OpenGL, CUDA, Vulkan), PyTorch/TensorFlow, and real-time engines (Unity/Unreal).
- Solid grasp of optimization, linear algebra, computer vision, and numerical methods.
- Skilled in multithreading, memory management, and profiling for high-performance applications.
If this sounds of interest, please apply here or reach out to daniel@microtech-global.com
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