Design Automation Engineer
As a Design Automation Engineer, you will be at the forefront of developing AI tools that convert floorplans into 3D layouts. This technology will drastically reduce the time from inspiration to production in the interiors industry.
Your role will involve designing and training deep learning models to extract spatial and semantic information from 2D floorplans. You will develop pipelines to convert detected geometry into structured 3D models and work with vector data, PDFs, or raster images to detect key architectural features.
Collaborating with CAD and backend engineers is crucial to translate AI output into parametric geometry. Optimizing models for speed, accuracy, and usability in real-world production environments is also an essential part of this role.
You will create optimal cabinetry layouts and suggestions from data provided by designers. Your expertise in computer vision, document/image parsing, and geometry-based learning will be highly valued in this position.
This is a great opportunity to work at the bleeding edge of vision + design automation and contribute to pioneering AI applications in manufacturing.