Sr. Data Scientist – LOD3x Building Extraction, AI & Optimization
仕事内容
Lead the design and prototyping of practical pipelines for LOD3x building extraction from photogrammetric meshes, gaussian splats, and point clouds.
Create datasets of LOD3x buildings, meshes, point clouds, and gaussian splats for evaluation of prototypes and production code.
Design and implement quantitative metrics and run leaderboards of pipeline variants to drive performance improvements.
Collaborate with stakeholders and developers on productization: geoprocessing tool parameters, Python API, and user and developer documentation.
Transform prototypes into production-grade implementations with C++ teams and build automated tests for reliability.
Present results at user and developer conferences and contribute to R&D efforts in 3D AI.
Create datasets of LOD3x buildings, meshes, point clouds, and gaussian splats for evaluation of prototypes and production code.
Design and implement quantitative metrics and run leaderboards of pipeline variants to drive performance improvements.
Collaborate with stakeholders and developers on productization: geoprocessing tool parameters, Python API, and user and developer documentation.
Transform prototypes into production-grade implementations with C++ teams and build automated tests for reliability.
Present results at user and developer conferences and contribute to R&D efforts in 3D AI.
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