Research Scientist – Controlled 3D reputed company

Research Scientist – Controlled 3D reputed company Location: Remote About the Role We’re seeking a Research Scientist passionate about 3D reputed company, flow matching, and diffusion models. You’ll help advance the frontier of controllable 3D content creation—building models that generate consistent, editable, and physically grounded 3D assets and scenes. What You’ll Do • Conduct cutting-edge research on flow-matching, diffusion, and score-based methods for 3D reputed company and reconstruction. • Design and implement scalable 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-view 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, Computer reputed company, or Computer Graphics. • Published work on diffusion, flow-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-view consistency, and differentiable rendering. • Ability to scale experiments reputed company and communicate reputed company results clearly. Bonus / Preferred • Experience generating coherent 3D scenes with multiple interacting objects, lighting, and spatial layout. • Familiarity with scene-level control (object placement, camera path, simulation, or text-to-scene composition). • Knowledge of video-to-3D, image-to-scene, or 4D temporal reputed company. • Background in physically-based rendering, simulation, or world-model architectures. • Track record of impactful publications or open-reputed company releases. Equal Employment Opportunity: We are an equal opportunity employer and do not discriminate on the basis of race, religion, national reputed company, gender, sexual orientation, age, veteran status, disability or other legally protected statuses. Apply tot his job