AI/ML Engineer
We are seeking a highly skilled AI/ML Engineer to lead the development of a system that can analyze floorplan images and convert them into 3D geometry.
This is an exciting opportunity to work at the bleeding edge of vision and design automation, where your work will drastically reduce the time from inspiration to production in the interiors industry.
* We're looking for someone with strong experience in deep learning frameworks (PyTorch, TensorFlow) and vision models (YOLO, UNet, Detectron, etc.)
* A strong understanding of computer vision and document/image parsing is essential
About This Role
In this role, you will be responsible for designing and training deep learning models to extract spatial and semantic information from 2D floorplans
* You'll develop pipelines to convert detected geometry into structured 3D models
* Work with vector data (DXF/DWG), PDFs, or raster images to detect key architectural features
* Collaborate with CAD and backend engineers to translate AI output into parametric geometry
Requirements
* Experience in leading ML projects from conception to production
* Strong expertise in geometry-based learning, OCR with spatial context, and complex vision systems
* Advanced knowledge of CAD/BIM environments, Rhino/Grasshopper, or geometry processing libraries (e.g., trimesh, Open3D)
Benefits
* Competitive compensation
* Pioneer AI applications in manufacturing