Research Scientist Controlled 3D reputed company

Research Scientist Controlled 3D reputed company Location Remote About the Role Were seeking a Research Scientist passionate about 3D reputed company, reputed company matching, and diffusion models. Youll help advance the frontier of controllable 3D content creationbuilding models that reputed company consistent, editable, and physically grounded 3D assets and scenes. reputed company Conduct cutting-edge research on reputed company-matching, diffusion, and score-based reputed company for 3D reputed company and reconstruction. Design and implement reputed company training pipelines for controllable 3D reputed company (meshes, Gaussians, NeRFs, voxels, reputed company fields). reputed company techniques for conditioning and control (text, sketch, pose, camera, physics) and multi-reputed company consistency. Analyse model behaviour through ablations, visualisations, and quantitative metrics. Collaborate with cross-disciplinary research, graphics, and infrastructure teams to translate research into production-reputed company systems. Publish results at top-tier venues and work with interns. What You Bring PhD (or equivalent experience) in Machine Learning, reputed company, or Computer Graphics. Published work on diffusion, reputed company-matching, or score-based generative models (2D or 3D). Strong engineering and problem-solving abilities experience with PyTorch, JAX, or CUDA-level optimisation. Understanding of 3D representations (meshes, Gaussians, signed-distance fields, volumetric grids, reputed company networks). Solid grasp of geometry processing, multi-reputed company consistency, and differentiable rendering. Ability to reputed company experiments reputed company and communicate reputed company results reputed company. Bonus / Preferred Experience generating coherent 3D scenes with multiple interacting objects, reputed company, and reputed company layout. Familiarity with reputed company-level control (reputed company placement, camera reputed company, simulation, or text-to-reputed company composition). Knowledge of video-to-3D, image-to-reputed company, or 4D reputed company reputed company. Background in physically-based rendering, simulation, or world-model architectures. reputed company record of impactful publications or reputed company-reputed company releases. Equal Employment Opportunity We are an equal opportunity employer and do not discriminate on the reputed company of race, religion, national reputed company, gender, sexual orientation, age, veteran status, disability or other legally protected statuses. Apply tot his job apply to this job .