Senior 3D Reconstruction Engineer for Clinical Skin Imaging

SkinBit; Paris; Sur place; EUR 90 000 - 120 000; Plein temps

Résumé du poste

SkinBit is seeking a senior 3D engineer to own 3D reconstruction and geometry on a clinical-grade full-body scanner platform. You will advance a multi-camera capture pipeline to create a precise textured digital twin of a patient’s skin for medical use.

The role requires 6+ years in 3D, strong Python and mesh processing skills, and experience shipping 3D algorithms into production. You will collaborate closely with vision, hardware, and medical teams in Paris, France.

Qualifications

• 6+ years of professional experience in 3D: reconstruction, geometry processing, SfM / multi-view stereo, photogrammetry, SLAM, or neural rendering.
• Engineering degree or MSc in Computer Graphics, Image & Shape Analysis, Computer Vision, Computer Science, Applied Mathematics, or a related field.

Responsabilités

• Push the existing reconstruction pipeline further with clinically meaningful improvements.
• Improve geometric accuracy, surface completeness, texture fidelity, and reproducibility.
• Explore Gaussian Splatting and neural rendering approaches and assess their benefits over current stack.
• Evaluate and integrate new depth sensing hardware from bench tests to production integration.
• Build capabilities for patient pose changes, mesh rigging, and pose-dependent physics for cross-visit comparisons.
• Bridge R&D and deployment; ensure algorithms are optimized, scalable, and robust in production.

Connaissances

3D reconstruction

Python

Multi-view geometry

Camera calibration

Registration

Mesh processing

Open3D

PyTorch3D

COLMAP

Trimesh

Neural rendering

Gaussian Splatting

Production deployment

Profiling

Formation

Engineering degree or MSc in Computer Graphics, Image & Shape Analysis, Computer Vision, CS or related field

Outils

Open3D

PyTorch3D

COLMAP

trimesh

NVIDIA 3D stack

Description du poste

SkinBit is seeking a senior 3D engineer to own 3D reconstruction and geometry on a clinical-grade full-body scanner platform. You will advance a multi-camera capture pipeline to create a precise textured digital twin of a patient’s skin for medical use.

The role requires 6+ years in 3D, strong Python and mesh processing skills, and experience shipping 3D algorithms into production. You will collaborate closely with vision, hardware, and medical teams in Paris, France.