AI 3D Dataset Engineer
Core
Develop and maintain end-to-end 3D data governance and enhancement pipelines, ensuring efficient flow of 3D data through geometric analysis, quality assessment, and data synthesis.
Role type
Senior IC 3D data pipeline engineer
Builds
Internal data cleaning, annotation, and visualization tools; 3D asset quality monitoring engine; automated data infrastructure
Domain
3D generative AI, computer graphics, data infrastructure
Deliverable
production ML models | infrastructure
Required skills
Python development, mesh data structures (GLB/OBJ/USD/FBX), geometric processing (manifold detection, UV unwrapping, topology, normal vector calculation), data structures and algorithms, large-scale dataset handling, technical documentation (RFCs/Specs)
Preferred skills
C++ and CUDA programming, high-performance data indexing or search engines (KNN Graph), generative AI 3D products, big data platforms (Databricks), vector databases and vector indexing algorithms, external annotation team coordination
Technologies
Python, C++, CUDA, GLB, OBJ, USD, FBX, Databricks
Responsibilities
Develop and maintain 3D data governance and enhancement pipelines; build internal data cleaning, annotation, and visualization tools; manage data pipelines and integrate data cleaning solutions; document technical workflows and RFCs
Seniority
Senior, hands-on IC
