Senior 3D Reconstruction Engineer - Production-Ready Mesh

SkinBit Inc.; Paris; Hybride; EUR 90 000 - 125 000; Plein temps

Résumé du poste

SkinBit, based in Paris, is building the next generation of full-body dermatological scanners. We are seeking a senior 3D engineer to own 3D reconstruction and geometry projects, turning multi-camera captures into accurate, textured digital twins of patients' skin within production-grade software.

You will push the pipeline, tackle challenging cases like hair, fingers, and motion, and help shape the roadmap by bridging R&D and deployment in a hands-on role.

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
• Proven track record shipping 3D algorithms into production environments
• Strong foundations in multi-view geometry, camera calibration, registration, and mesh processing

Responsabilités

• Push the existing pipeline further on clinically-relevant axes: geometric accuracy, surface completeness, texture fidelity, reproducibility
• Address hard cases: hair/body hair, fingers, ears, thin structures, patient motion
• Explore Gaussian Splatting and neural rendering approaches and determine where they beat current stack
• Evaluate and integrate new depth sensing hardware into the pipeline
• Build capabilities for pose change, rigging, and cross-visit comparability
• Bridge the gap between R&D and production and ensure algorithms are optimized and robust

Connaissances

Python

3D reconstruction

Multi-view geometry

Camera calibration

Mesh processing

Production-grade software

Software optimization

Open3D

PyTorch3D

COLMAP

Trimesh

Formation

Engineering degree or MSc in Computer Graphics, Vision, CS, or related field

Outils

Open3D

PyTorch3D

COLMAP

trimesh

NVIDIA 3D rendering stack

Description du poste

SkinBit, based in Paris, is building the next generation of full-body dermatological scanners. We are seeking a senior 3D engineer to own 3D reconstruction and geometry projects, turning multi-camera captures into accurate, textured digital twins of patients' skin within production-grade software.

You will push the pipeline, tackle challenging cases like hair, fingers, and motion, and help shape the roadmap by bridging R&D and deployment in a hands-on role.