Research Scientist – Geometry, AI Assisted

November 14

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Stability AI

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Artificial Intelligence • B2B • SaaS

Stability AI is a company focused on unlocking humanity's potential through generative AI technology. They provide a suite of open models across various modalities, such as image, video, audio, and language, including their powerful model, Stable Diffusion 3. 5. Their models offer high customization, community licensing, and deployment options for developers, making advanced AI accessible for different applications.

51 - 200 employees

🤖 Artificial Intelligence

🤝 B2B

☁️ SaaS

📋 Description

• Research and develop AI-assisted geometry processing pipelines for UV unwrapping, remeshing, geometric reconstruction, and shape generation. • Design learning-based representations for geometry (meshes, point clouds, implicit fields) that capture structure, topology, and correspondence. • Develop token- or patch-based encoders for shape representation, enabling compression, editing, and reconstruction from learned codes. • Integrate learned geometry modules into generation and reconstruction frameworks, ensuring geometric validity and multi-view consistency. • Build training and evaluation pipelines with quantitative metrics for distortion, reconstruction fidelity, and mesh topology quality. • 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.

🎯 Requirements

• PhD (or equivalent experience) in Computer Graphics, Geometry Processing, Machine Learning, or a related field. • Deep understanding of discrete and differential 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/mesh libraries, and large-scale experiment pipelines. • Ability to bridge classical geometry processing with modern learning-based techniques and apply them to practical 3D workflows.

🏖️ Benefits

• Equal Employment Opportunity: We are an equal opportunity employer and do not discriminate on the basis of race, religion, national origin, gender, sexual orientation, age, veteran status, disability or other legally protected statuses.