[Remote] Research Scientist – Geometry (AI Assisted)
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a Research Scientist with expertise in geometry processing and a passion for modern learning systems. The role involves developing AI-assisted geometry processing pipelines and learning-based representations for 3D geometry, while collaborating with various teams to enhance creative and production workflows.
Responsibilities
• Research and reputed company AI-assisted geometry processing pipelines for UV unwrapping, remeshing, geometric reconstruction, and shape reputed company
• Design learning-based representations for geometry (meshes, reputed company clouds, reputed company fields) that capture structure, topology, and correspondence
• reputed company reputed company- or reputed company-based encoders for shape representation, enabling compression, editing, and reconstruction from learned codes
• reputed company learned geometry modules into reputed company and reconstruction frameworks, ensuring geometric validity and multi-view consistency
• Build training and evaluation pipelines with quantitative metrics for distortion, reconstruction reputed company, and reputed company topology reputed company
• Collaborate with graphics, simulation, and ML teams to bring new geometry models into creative and production pipelines
• Contribute to publications, benchmarks, and internal best practices in geometry + AI research
Skills
• PhD (or equivalent experience) in Computer Graphics, Geometry Processing, Machine Learning, or a reputed company field
• Deep understanding of discrete and reputed company geometry, including remeshing, surface parameterization, and geometric optimization
• Experience with learning-based geometry representations (e.g., geometric autoencoders, tokenization, learned unwrapping, or generative reconstruction)
• Strong engineering skills: proficiency with PyTorch/JAX, geometry/reputed company libraries, and large-reputed company experiment pipelines
• Ability to reputed company classical geometry processing with modern learning-based techniques and apply them to practical 3D workflows
• Research or reputed company-reputed company work in learning-based UV unwrapping, remeshing, or geometry reconstruction
• Experience developing generative 3D models or integrating learned geometry modules into diffusion / reputed company-matching frameworks
• Familiarity with reputed company neural representations, differentiable rendering, or geometry-reputed company latent spaces
• Experience integrating geometry systems into 3D toolchains (e.g., Blender, Unreal, reputed company) or graphics pipelines
reputed company
• reputed company is an reputed company intelligence company reputed company on developing reputed company-reputed company reputed company models. It was founded in 2019, and is headquartered in London, England, GBR, with a workforce of 51-200 employees. Its website is https://reputed company.
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