spaitial - Research Engineer - 3D Reconstruction

London, United Kingdom3w ago

Requirements

• Bachelor’s or Master’s degree, or equivalent experience, in computer science, computer vision, graphics, or a related field. • Deep, hands-on knowledge of modern scene representations, for example Gaussian splats and radiance fields, and the ability to weigh their trade-offs. • Hands-on experience across the reconstruction spectrum, from per-scene optimization to feed-forward models. • Solid understanding of multi-view geometry, camera models, and rendering. • Strong experience with deep learning frameworks, including large experiments and comparisons you can defend. • Strong coding skills, and the ability to take a method from a paper to a working implementation. • A PhD or publications in reconstruction are a plus, not a requirement.

Responsibilities

• Advance the quality of 3D reconstruction, from research ideas to working methods. • Work across the full range of reconstruction problems, including geometry, appearance, materials and lighting, sparse or incomplete observations, dynamic scenes, and large-scale environments. • Build and improve reconstruction methods across the full spectrum, from per-scene optimization to feed-forward models. • Stay at the frontier of scene representations, implement new ones as they appear, and adopt or extend them where they win. • Tune losses, priors, and optimization strategies to improve fidelity, robustness, and efficiency. • Build rigorous evaluations on public and internal benchmarks, and use them to drive decisions. • Collaborate with research and engineering colleagues to bring successful methods into production systems.