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Senior Data Scientist
Implant Genius
Burnaby, CAN
Full-time
Mid-Senior
Hybrid
CAD 90,000 to CAD 140,000 per year
Discovered 2 weeks ago
Generative AI3D computer visionPhotogrammetryComputational geometryMesh analysis and processingPoint-cloud processing
Free
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Generative AI3D computer visionPhotogrammetry
Role Overview
Join Implant Genius as a Senior Data Scientist developing AI-powered digital dentistry technology.
Work on 3D data, meshes, point clouds, imaging, geometric computation, and production machine-learning systems.
The role contributes to a proprietary platform alongside engineering, product, and clinical teams.
Key Skills for This Role
Generative AI3D computer visionPhotogrammetryComputational geometryMesh analysis and processingPoint-cloud processing
Full Job Posting
Role Overview
Join Implant Genius as a Senior Data Scientist developing AI-powered digital dentistry technology.
Work on 3D data, meshes, point clouds, imaging, geometric computation, and production machine-learning systems.
The role contributes to a proprietary platform alongside engineering, product, and clinical teams.
3D Geometry and Reconstruction
- Analyze and process STL, PLY, OBJ, point-cloud, image, video, and volumetric datasets.
- Develop mesh inspection, repair, reconstruction, remeshing, segmentation, and geometric feature-extraction methods.
- Develop rigid and non-rigid registration, alignment, correspondence, and surface-comparison methods.
- Build photogrammetry and 3D reconstruction workflows using multi-view imaging, RGB-D, LiDAR, depth sensing, and video.
Generative AI and Machine Learning
- Research and evaluate machine-learning and generative-AI approaches for 2D and 3D data.
- Develop multimodal models combining images, 3D data, geometric information, and structured metadata.
- Build models for segmentation, shape prediction, reconstruction, classification, feature detection, and geometry generation.
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